diff --git "a/measurement.json" "b/measurement.json"
new file mode 100644--- /dev/null
+++ "b/measurement.json"
@@ -0,0 +1,62439 @@
+{
+	"last_module_idx": 66,
+	"measurement": {
+		"lm_head.linear": null,
+		"model.layers.0.mlp": [
+			{
+				"accuracy": 0.9285262258429277,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9303554359235262,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9416553723184686,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9520253068522403,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9647851680454455,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9671571599809747,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9750262640024486,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9777331462031916,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.980225312082391,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9820944321782965,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9841188443334479,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9907446409526625,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9919810130407936,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940162171658716,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995440677200493,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997689467511679,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981327100019706,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.0.self_attn": [
+			{
+				"accuracy": 0.8811917304992676,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.8879667708748266,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.8904559361307245,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9395275304191991,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.944050061075311,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9441651921523244,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9672367039479708,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.967439121321628,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9692750479045668,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9713402515963504,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9713598176052696,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9726411323798331,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9730142229481747,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9747795446922904,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9854298877088647,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9873481965378711,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9913642124125832,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929743166032591,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976946807613498,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.1.mlp": [
+			{
+				"accuracy": 0.9371567023427863,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9379960173054745,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9535687973624781,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9603903764172604,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.967907494620273,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9703595261824759,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9780855570968828,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9822292814129278,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9841477714086834,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9835293465539029,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9854994133899087,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9914999008178711,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9927130412114294,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9952140383814511,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956918794073557,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975697794242909,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985823336204416,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.1.self_attn": [
+			{
+				"accuracy": 0.951452845021298,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9531696972094084,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9555412875978571,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9753530339190835,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9766138980263158,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9767048939278251,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.98717584343333,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9872850799246838,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9880189025088361,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9887843798649939,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9880676802835966,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.988645115965291,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9890749430970142,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9898261749430707,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940573428022234,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9948712156007165,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965885501158865,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972981643912039,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999049944116881,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.10.mlp": [
+			{
+				"accuracy": 0.9780638955141369,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9784857458189914,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9817496083284679,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9828705379837438,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9886911370252308,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9895615444371575,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9910889032639956,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940614594440711,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9946032762527466,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9942084017552828,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.994900370114728,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970292219598043,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997437278691091,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983688911521121,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984688770614172,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987958773578468,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994959193526914,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.10.self_attn": [
+			{
+				"accuracy": 0.98500247691807,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9857645489667591,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9874600760246578,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9897774842224623,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9924737175828532,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9927272796630859,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951215245221791,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995371005252788,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958089237150393,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960917563814866,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962942078709602,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965983707653848,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968981495813319,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971884936094284,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982342372991537,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985638602979874,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986451294665274,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99915353846001,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999610710840084,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.11.mlp": [
+			{
+				"accuracy": 0.9826417894739854,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.98295627299108,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.985677863422193,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9865858915605044,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9910624725253958,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917535358353665,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992987479034223,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9953164493567065,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957522228360176,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9954305263726335,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959808701747342,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976595763705278,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979821667075157,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987215577183586,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987976993189046,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990628150928962,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996129165795681,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.11.self_attn": [
+			{
+				"accuracy": 0.9862002918594762,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9868625512248591,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.988885655214912,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9918929691377439,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9931162815344962,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933045843714162,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958274140954018,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960384674762425,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963571688062266,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965533069089839,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996596408909873,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968049879136839,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971595014396467,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974151679167622,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984542259848431,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986812911535564,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988909263752008,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992861300706863,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996722159220984,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.12.mlp": [
+			{
+				"accuracy": 0.9838262639547649,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.98414115372457,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9866523915215543,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9875136049170243,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916628105075735,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9923087632969806,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9934690626044023,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956200483598208,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960236439579412,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957374067682969,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996251649370319,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978151060640812,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981179129528371,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988003745675087,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988756410189366,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991240915107099,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996311764085763,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.12.self_attn": [
+			{
+				"accuracy": 0.9870909170100564,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9879833114774603,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9900415069178531,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9926875547358864,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9937280114544066,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9938767430813689,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959745269856954,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996267563810474,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996640314397059,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968013361488518,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969157262852317,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970756973090925,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974580830649326,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976796831347441,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985995920080888,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988210495365294,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989427298699555,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993626806198767,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996922908007706,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.13.mlp": [
+			{
+				"accuracy": 0.9853001456511649,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9855667525216153,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9879760248096365,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9888007429085279,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9924077148500242,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929931618665394,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9941054245359019,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960162051414189,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963912265865427,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9961238225039682,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965920750247804,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980184912289444,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982913805073813,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989181808931263,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989816957202396,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992184151748293,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996720551709203,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.13.self_attn": [
+			{
+				"accuracy": 0.9915127205221277,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9920944195044669,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9936992008435098,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9947825003611414,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955862517419615,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958348348736763,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969830546332034,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997231837362051,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997550230277212,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976075889640733,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997878009159314,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998084661403769,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982811661535188,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984502706088518,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990232064339676,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992290068123686,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991838337461415,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996071079696872,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997572418008196,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.14.mlp": [
+			{
+				"accuracy": 0.9852072518122824,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9854693585320523,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.987940796896031,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.98878833337834,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9923546447565681,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929411623038744,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940875835324589,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959901618330103,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99637358165101,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996099799087173,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965718623838926,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980077780783176,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982836787637911,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998915230169108,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989794915247905,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992205019256002,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996766198034349,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.14.self_attn": [
+			{
+				"accuracy": 0.9926262741026125,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9930055251247004,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9948758882911581,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956808839189378,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99613669240161,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963565296248386,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972067918432387,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975057814858461,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977521692451677,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977823658601234,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981415332540086,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983310603389615,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985305002253306,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99871602428979,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991542634211088,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993447890799296,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992467435567003,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999654718405126,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997162582891944,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.15.mlp": [
+			{
+				"accuracy": 0.9845446097223383,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9848173166576185,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.987484128067368,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9884068479663447,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9919934508047605,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9926133014653858,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9938508915273767,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958008472856722,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962081709190419,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959209702516857,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9964177882985065,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979191142085352,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982091535470987,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988697580993176,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989368177362179,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991974857096609,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996684776913178,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.15.self_attn": [
+			{
+				"accuracy": 0.9899762947308389,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9905106738993996,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9920184094654886,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9939926164714914,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950170258158132,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9952227159550315,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996776961378361,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970194752279081,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972465357890254,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9973534537773383,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975890305481458,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977185847727876,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979902007862141,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981558797390837,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988652578506031,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990520652775702,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991266894105234,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994787720375156,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997327327483186,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.16.mlp": [
+			{
+				"accuracy": 0.9834930394825182,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9837719233412492,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9866283284990411,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9876297908393961,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9914351191959883,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9920940399169922,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9934272538674506,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995502833473055,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959412656332317,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995635478512237,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9961657324119618,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977744058950951,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980847796327189,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987940205947349,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988649204177292,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991477616131306,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996544300137382,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.16.self_attn": [
+			{
+				"accuracy": 0.991690465494206,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9921250272738306,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9936335471115614,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9944298283049935,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957101886209688,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959898787109476,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99693317927028,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972465873548859,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9973559442319369,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974096964456534,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997937330093823,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980758526607564,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983744073267046,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984419693876254,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990007256794917,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992290289190254,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991055417217707,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996486606419479,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997332669353407,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.17.mlp": [
+			{
+				"accuracy": 0.9827461525013572,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9830379674309179,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9860270901730186,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9870707761300238,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9910418179474378,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917357022825041,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9931285655812213,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9953027159759873,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957613792074355,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9954370311216304,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959940941710221,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976737132590068,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979994673477975,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987404342544707,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998813560330554,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991066636223542,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999638811489077,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.17.self_attn": [
+			{
+				"accuracy": 0.9914587822399641,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.991827883218464,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9934396496728847,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950712609447931,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956273377725953,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957236016267225,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972106520282594,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997388838937408,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975145733670184,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997694016875405,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979022617794966,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980142255754847,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998292672987047,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984340160889061,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990566145432623,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992032650564062,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992788123260987,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9995944180623874,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997785846016517,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.18.mlp": [
+			{
+				"accuracy": 0.9806739797717646,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.98100346326828,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.984310098384556,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9854816323832462,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9899631307313317,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.990730524847382,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922904262417241,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.994736901239345,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9952489910157103,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9948964275811848,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955114526183981,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974036367708131,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977621451804513,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985972725247082,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986792804771348,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990035823889469,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996032707001034,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.18.self_attn": [
+			{
+				"accuracy": 0.9927167586590114,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9930201423795599,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9946472052680818,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995370543316791,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958825974087966,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962955266237259,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970799125730991,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975092646322752,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975808345173535,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976786906389814,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980690808672654,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981668936578851,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984556266939953,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985657963705691,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990214261373407,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992630854249,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991126863383933,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996798159309516,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997463991228295,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.19.mlp": [
+			{
+				"accuracy": 0.9787639144219851,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9791297708687029,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9826965535941877,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9839639710752588,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9889609813690186,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9898044608141247,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9914930611848831,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9942044400070843,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9947720648426759,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9943829308214941,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950592623729455,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971417769005424,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975360918201899,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984549134969711,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985445076109547,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988999264804941,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9995650617209705,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.19.self_attn": [
+			{
+				"accuracy": 0.9915982108367117,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9921546601935437,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940296733065656,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9946645172803026,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955388680100441,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958962770669084,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9967010272176642,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971248227122583,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997384635437476,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974575874052549,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978850601535094,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998059023759867,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983946210459659,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984832033514977,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990135965574729,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992278156017786,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990945703497058,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996360436964192,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997433781084654,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.2.mlp": [
+			{
+				"accuracy": 0.9384229245938753,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9395429774334556,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9501308987015172,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9540043692839772,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9690210097714475,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9713947333787617,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9764502173975894,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9835170774083388,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.985120205502761,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.984137259031597,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9860186639584994,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9918428384944012,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992980422942262,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955259698786234,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958369429958495,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970055779344157,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986975151849421,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.2.self_attn": [
+			{
+				"accuracy": 0.957600198293987,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9590180610355578,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9628056695586756,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9764186567381808,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9789879902413017,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9791487267142848,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.988479985218299,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9886459253336254,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9893560840895301,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9900148550146505,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.989323294476459,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.989904017040604,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9906980787452898,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.991377843837989,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9949396570262156,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956562789647203,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969730963440318,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977572121118244,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991642145538017,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.20.mlp": [
+			{
+				"accuracy": 0.9760888469846625,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9764982634469083,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9804707624410328,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9818772093245858,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9875709783089789,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9885131732413643,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.990405850504574,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9934882392224512,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9941167651038421,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9936847169148294,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.994441516305271,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9967942590776243,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972332306206226,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982720386040839,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983729433856512,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987600111451588,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9995220182953697,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.20.self_attn": [
+			{
+				"accuracy": 0.9887156894332484,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9893835626150432,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9909252994938901,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933112616601744,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9943235842020888,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9944609807510125,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9964954315831787,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9966742208129481,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969349099617255,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970784706896857,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971997877092738,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9973307953853356,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976653915486837,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978438076612196,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987136899052482,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989029552395406,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990629946911022,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994274000882318,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997283097258524,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.21.mlp": [
+			{
+				"accuracy": 0.9728701177396273,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9733603816283377,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9777776630301225,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9793421202584317,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9858982170882978,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9869754502647802,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9890792809034649,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9926095761750874,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933245354577115,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992833369656613,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9936964166791815,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963623367642102,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968634386988062,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980399765466389,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981539959186002,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985890695335049,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994635239831711,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.21.self_attn": [
+			{
+				"accuracy": 0.9897683011858087,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9905118079561936,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9923392534255981,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940062620137867,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9949047573302922,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950335029708711,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996623627057201,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9967883103772214,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969754989602064,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970846644749767,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974378539543403,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976111268134493,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979528649465034,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980942981415674,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988621045884333,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990359247711144,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990944948635603,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994784681812713,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9997237399465552,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.22.mlp": [
+			{
+				"accuracy": 0.9698815283022428,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9704339566983675,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9752125112633956,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9769130615811599,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.98430587743458,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9855075447182906,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.987793325593597,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917657500819156,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9925679258610073,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9920140457780737,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929803609848022,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959372266342765,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965031170531323,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978106647337738,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979394237069708,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984207854263092,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994010049359578,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.22.self_attn": [
+			{
+				"accuracy": 0.9852104390922346,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9859252430890736,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9877135792845174,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9909257253533915,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992703338986949,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9928628237623918,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956690920026678,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958364845890748,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960949111141657,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962601344052114,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963764116952294,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996525490754529,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968928145734888,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971087110277853,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982919747892179,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998540815946303,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988275923227009,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992521340027452,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996686430255833,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.23.mlp": [
+			{
+				"accuracy": 0.9652667516156247,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9659114385906019,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9712924863162794,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9731990255807575,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9819107745823107,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9832761883735657,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9858679598883578,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9905197839987906,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9914326259964391,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9908026848968706,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.991902580386714,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995333223358581,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959713589203986,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974899231211135,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976355684430975,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981681865296865,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993205925841865,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.23.self_attn": [
+			{
+				"accuracy": 0.9822858713175121,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9831445154390837,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9849233062643754,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9887664412197313,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9912359604710027,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9913531204587535,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9947927253026712,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9949606817803884,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9952897531421561,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955381833409008,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956230744719505,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958990498592979,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962544433380428,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965264314883634,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979797389946485,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982544119028669,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986260541175541,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991000582905192,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999612861018824,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.24.mlp": [
+			{
+				"accuracy": 0.9607264901462355,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9614852823709187,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9673323192094502,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9694072353212457,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9795278075494265,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9810825037328821,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9839033766796714,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.989259419472594,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9902891014751635,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9895855784416199,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9908313257129568,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9947108112667736,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9954370722958916,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971515936286826,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9973173949279284,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9979055880715972,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999227140637997,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.24.self_attn": [
+			{
+				"accuracy": 0.9803436273022702,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9811860495492032,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9830883898233113,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9875845822848772,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9903922355488727,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9905010438279102,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9944590051707468,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9945537730267173,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9948640861793568,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951012997250808,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951506617822146,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9954310039940634,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957919818790335,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960863115756136,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977318650405658,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980304550967718,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985326522667157,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998983967559118,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9995928472643228,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.25.mlp": [
+			{
+				"accuracy": 0.9558308657846952,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9567071199417114,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9630715752902784,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9653166407033017,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9769585509049264,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9787028024071142,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9817812631004735,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9879019456474405,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9890546367356652,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9882613663610659,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9896660705930308,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940397845287072,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9948551588152584,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9967876847245192,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969800365598578,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976246784392157,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991353988451394,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.25.self_attn": [
+			{
+				"accuracy": 0.9835022358517898,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9842289545034107,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.985955181874727,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9891960714992724,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917702557224977,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9919131092335048,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950845496434915,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951766274477306,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955056552824221,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.995772239408995,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958609428844953,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960949734637612,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9964222892334587,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9966800040320346,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980660416185856,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983130115035334,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986744410309353,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990955556889898,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9996252300609884,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.26.mlp": [
+			{
+				"accuracy": 0.9495238849991247,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9505400845879003,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9576337808056882,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9601174467488339,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.973600309146078,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9756317452380532,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.979041123076489,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9860847451184925,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9874227611642135,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.986505306080768,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.988127495113172,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9931196076305289,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940771789927232,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962830723900544,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965062337486368,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997251627084456,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9989972078290424,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.26.self_attn": [
+			{
+				"accuracy": 0.9726053131254095,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9736760446899816,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9765300938957616,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9822047635128623,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9863629827373906,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9865300357341766,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9921103700211173,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922380510129427,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992813306419473,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933510642302664,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9932252843129007,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9936593582755641,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9942849886260534,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9946728125214577,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969124821455855,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9973369676031565,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980059395495214,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998607107585198,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994519348501375,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.27.mlp": [
+			{
+				"accuracy": 0.9398523318140131,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9410988029680754,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9492736647003576,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9521197017870451,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9685502805207905,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9709579536789342,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9748952467190591,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9834578711735574,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9850178015859503,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9839507529610082,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9858620903993908,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9918313489148491,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929522315138265,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955904166165152,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958528484168806,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9967070045439821,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998816384786838,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.27.self_attn": [
+			{
+				"accuracy": 0.9742694104972639,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9751778574366319,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9777410218590185,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9827587275128615,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9872362841116754,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9874108269026405,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9927543691898647,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929538047627399,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933693424651497,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9937053805119113,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9935720590384383,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9939749668303289,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9945784869946932,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9949658909126332,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970572775131777,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974686813197637,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981119199410865,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998705620240224,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994774842634797,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.28.mlp": [
+			{
+				"accuracy": 0.9289437093232807,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9304871119950947,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9397805050799721,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9430050285238969,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9628361620401081,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.965670551124372,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.970156264932532,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9804498286623704,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9822754342305032,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9810116291046143,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9832781725808194,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9903386156809958,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916684541263079,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9947845578977936,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950988026041734,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99606226266999,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9986108966956013,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.28.self_attn": [
+			{
+				"accuracy": 0.9702131936424657,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.971275950732984,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9740250298851415,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9803612624344072,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9848950897392473,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9850304456133592,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9915356377237722,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916713927921496,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9921480793701974,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9924506850932774,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9923675021058634,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9927654062446795,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933555228145499,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9938259579633412,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9964079578456125,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969163850734108,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997741121406618,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984062536570587,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993824422065365,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.29.mlp": [
+			{
+				"accuracy": 0.9125575015419408,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9145241599333913,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9253960785112882,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9291442318966514,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9542517442452281,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9577574478952509,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9630059599876404,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9759357210836912,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9781572238395089,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9766264400984112,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9794122231634039,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9881048751504797,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9897411026452717,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9935762462647337,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9939658386926902,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951042713303315,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982916928435627,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.29.self_attn": [
+			{
+				"accuracy": 0.9673727656665602,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9683243977396112,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9709329354135614,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.976757537377508,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9836090301212511,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9837269155602706,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9909698939637134,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9910819279520136,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916317345280397,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922285793643248,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.99177385866642,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922328152154621,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9928619994928962,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933675480516333,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9961585802467245,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9966757321044019,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976857943754447,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983022491398611,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993657132022475,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.3.mlp": [
+			{
+				"accuracy": 0.9443089899263883,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9454103959234137,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9522324769120467,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9550921289544356,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9716685853506389,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9738717408556687,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9772098487929294,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9847907643569144,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9861881701569808,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9854916302781356,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9872373899346903,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992568585433458,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9935975019869051,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958560368732402,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9962093630119374,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969712615405258,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9987502796085257,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.3.self_attn": [
+			{
+				"accuracy": 0.9614194600205672,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9634105343567698,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9669317320773476,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9772041910573056,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9814003831461856,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9815970612199683,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9894407964066455,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9895913247999392,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9902092092915585,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9907470627834922,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.990613621316458,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9910342834497753,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917353313220175,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922594718242946,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955640639129438,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9961037859320641,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972167268003288,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978979857344377,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992306058932292,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.30.mlp": [
+			{
+				"accuracy": 0.8836468520917391,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.886378150237234,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9004689894224468,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9052901895422685,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9390157335682919,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9437329016233745,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9504735407076383,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9678573357431512,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9708012907128585,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9687819731862921,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9724985110132318,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9840699857787082,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9862779504374454,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.991371858276819,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9919060970607557,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9934163666085193,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976937059116991,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.30.self_attn": [
+			{
+				"accuracy": 0.9623192956573084,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9635958295119436,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9672465387143587,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9740532260192069,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9808562366585982,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9810579293652585,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9894268034320128,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9896573526294608,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9903241984154049,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9908222148292943,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9903350119528017,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9908606010048013,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917319754236623,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9923343227097863,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9955151708502519,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996122699819113,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9972130730748177,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980214328358048,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992357649791398,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.31.mlp": [
+			{
+				"accuracy": 0.8020908330616198,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.8071841942636591,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.8284267124376798,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.8356714625107615,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.8966757937481529,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.904714396125392,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9150376194401791,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9451305050598948,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9502325497175518,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9469982197410182,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9533064804579082,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9729334210094652,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9766251225220529,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9851571321487427,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9862106489507776,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9885709215151636,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958886014003503,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.31.self_attn": [
+			{
+				"accuracy": 0.9566826663519207,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9584607199618691,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9643716749392057,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9720102297632318,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9780330203081432,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9785660426867636,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.987405115836545,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.988019336211054,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9887370812265497,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9893162854407963,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9891512009658312,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9897342747763583,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9910114650663576,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916506903736215,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951071005902792,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9957718574687054,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968163553429278,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977732587017512,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9991376368623031,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.4.mlp": [
+			{
+				"accuracy": 0.9592334094800448,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9599072023441917,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9656191029046711,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9677070567482396,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9791517414544758,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9807854875137931,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9834634975383156,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9889578991814664,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9899803243185344,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9893246206798052,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9906035849922582,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9945216582793939,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9952811524271965,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969851707941607,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9971972994114223,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978050448392567,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9990981947630644,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.4.self_attn": [
+			{
+				"accuracy": 0.9644391285745721,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.965633655849256,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9692778901049965,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9785860494563454,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9824158737533971,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9826152842295798,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9902989401629096,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9904911886704596,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9911410604652605,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916440036736036,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9911410173303202,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916303267604426,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9924010885389227,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929460138082504,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958884084695264,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9964591664703268,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974861788122278,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981860142005118,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993056849037346,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.5.mlp": [
+			{
+				"accuracy": 0.9662242061213443,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.966813724291952,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.97141800114983,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9730477144843653,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9827299886628201,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9841003512081347,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9861850644412794,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9908859094506816,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917345517560056,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9911547256143469,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922273841343427,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9954550678008481,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9960966329825552,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9975041821599007,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976722909823844,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981429331788891,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992471238794295,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.5.self_attn": [
+			{
+				"accuracy": 0.9737078343567095,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9744287399869216,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.976561471035606,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9818744816278157,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9870125086683976,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.987088993191719,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9926799880830866,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9928101889396969,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9931071949632544,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9937417856172511,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9932459757516259,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9937547747241823,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9941933947174173,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9945682836206335,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996890024723191,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9973050002989016,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981055155788597,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985733104771689,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994472437783292,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.6.mlp": [
+			{
+				"accuracy": 0.9656124114990234,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9662259754381681,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9714343234112388,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9732917892305475,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9822657484757272,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9836635652341341,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9860718548297882,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.990612121789079,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9915039876573964,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9908918510926398,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9919984834758859,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9953250226221586,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9959855067886805,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974452319898104,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976045269715158,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981516301631927,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9992484119475672,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.6.self_attn": [
+			{
+				"accuracy": 0.9695235396686354,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.97146307167254,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9748778829449102,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9828046403433147,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9855607669604453,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9857381927339655,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9916512942627856,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9918205408673537,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9923372127507862,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992747995414232,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9927642925789482,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9930673884718042,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9937891344490805,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9941759062440771,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.996694558153027,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970792892732119,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978154548688939,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984203206473276,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993902537971735,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.7.mlp": [
+			{
+				"accuracy": 0.9682550555781314,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.968813397382435,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9736718974615398,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9754001341368023,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9835824480182246,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9849148314250143,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9871398728144797,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9913353402363626,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9921657286192241,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9915860020800641,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992624116571326,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956848891942125,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963029799492735,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9976377618548117,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977922498395568,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982951285415574,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993059389097126,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.7.self_attn": [
+			{
+				"accuracy": 0.9697458995015997,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9710842339616073,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9746506198456413,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9820316747615212,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9850262278004697,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9853074660426692,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9913638257666638,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9915724820212314,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9922322630882263,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992594741676983,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9925041002662558,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929043101636987,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9935428217837685,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940782746202067,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9965331664210871,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9970465518142048,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977031559928468,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9984738441478265,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993621891756591,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.8.mlp": [
+			{
+				"accuracy": 0.9694317296931618,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9699630486337762,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9746997356414795,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9763235371363791,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9842288337255779,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9854673727562553,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9876511293022256,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9917293826216146,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9925017592154051,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9919363832787463,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9929136531917673,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9958759283548907,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9964541353677449,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9977602331261886,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9978916846999997,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9983712717106468,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9993482398751535,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.8.self_attn": [
+			{
+				"accuracy": 0.9739625061813154,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9752250031421059,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9774304800911954,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9821768403053284,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9874328045468581,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9876089103912052,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9925937495733562,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9928273323335146,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9932714418361062,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9935960730439738,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.993676625976437,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9940517709443444,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9944762058163944,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9948539455470286,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9969857288034338,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974161372765115,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.998045519974671,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985959218128732,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.999433560394927,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.9.mlp": [
+			{
+				"accuracy": 0.9726729894939222,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 304011760,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9731899970456174,
+				"down_proj": {
+					"bits": [
+						6,
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.2,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 314579440,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9772774263432151,
+				"down_proj": {
+					"bits": [
+						5,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"3": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 351271040,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9786252300990256,
+				"down_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 394000512,
+				"up_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.3,
+						0.7
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9859657601306313,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 444300992,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9870555792984209,
+				"down_proj": {
+					"bits": [
+						8,
+						4,
+						3
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 455585920,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9889204807971653,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 489718464,
+				"up_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"3": 32,
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9926753083342,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 559812800,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9933485467182962,
+				"down_proj": {
+					"bits": [
+						8,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"4": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 568053888,
+				"up_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.992825437533228,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 577208000,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.993691196174998,
+				"down_proj": {
+					"bits": [
+						8,
+						5,
+						4
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 588492928,
+				"up_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9963305443525314,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 710115008,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9968376996877947,
+				"down_proj": {
+					"bits": [
+						8,
+						6,
+						5
+					],
+					"bits_prop": [
+						0.05,
+						0.1,
+						0.85
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 721399936,
+				"up_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9980058499464863,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"6": 128,
+						"8": 32
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 821395136,
+				"up_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9981187425161663,
+				"down_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.15,
+						0.85
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 852622368,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9985205263487602,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 929168416,
+				"up_proj": {
+					"bits": [
+						8,
+						6
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"6": 128,
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994038440973351,
+				"down_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"gate_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 1086979104,
+				"up_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.layers.9.self_attn": [
+			{
+				"accuracy": 0.9794431956190812,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 80752640,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.05,
+						0.95
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9800505936145782,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 82817024,
+				"v_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.25,
+						0.75
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9819086319521854,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 84584960,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9850869225828272,
+				"k_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						3,
+						2
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"2": 64,
+						"3": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 101098496,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9894285507892308,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119674880,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9896768786405262,
+				"k_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 128,
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 119709184,
+				"v_proj": {
+					"bits": [
+						4,
+						3
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"3": 64,
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.993534910443582,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152705024,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9937916766656073,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 152772096,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9943441913316124,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 154024960,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9945483980210204,
+				"k_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 156262400,
+				"v_proj": {
+					"bits": [
+						4
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"4": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9946190981488479,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 128,
+						"5": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 157457920,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9950928903724018,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 158137344,
+				"v_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9951895765568081,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 64,
+						"5": 64
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 159887360,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 64
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9956747222887842,
+				"k_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						5,
+						4
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"4": 32,
+						"5": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 161980416,
+				"v_proj": {
+					"bits": [
+						5
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"5": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9974371545801037,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 128,
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 197007360,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.997843890009742,
+				"k_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6,
+						5
+					],
+					"bits_prop": [
+						0.1,
+						0.9
+					],
+					"group_size": {
+						"5": 32,
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 199729152,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9982697116701227,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 228202496,
+				"v_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 128
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9988866273901964,
+				"k_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						6
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"6": 32
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 235954176,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 32
+					},
+					"scale_bits": 4
+				}
+			},
+			{
+				"accuracy": 0.9994748029367704,
+				"k_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"o_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"q_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				},
+				"total_bits": 303699968,
+				"v_proj": {
+					"bits": [
+						8
+					],
+					"bits_prop": [
+						1
+					],
+					"group_size": {
+						"8": 128
+					},
+					"scale_bits": 4
+				}
+			}
+		],
+		"model.norm.norm": null
+	}
+}
\ No newline at end of file