{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.9122365315755208,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.1": {
            "accuracy": 0.9080530007680258,
            "total_bits": 638304288,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.2": {
            "accuracy": 0.9275489846865336,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.3": {
            "accuracy": 0.8821520010630289,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.4": {
            "accuracy": 0.8701377709706625,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.5": {
            "accuracy": 0.857724110285441,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.6": {
            "accuracy": 0.8618481953938801,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.7": {
            "accuracy": 0.8569034735361736,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.8": {
            "accuracy": 0.8387942314147949,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.9": {
            "accuracy": 0.8487000465393066,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.10": {
            "accuracy": 0.8522807757059734,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.11": {
            "accuracy": 0.8486220041910807,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.12": {
            "accuracy": 0.8406097094217937,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.13": {
            "accuracy": 0.8556122779846191,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.14": {
            "accuracy": 0.8522577285766602,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.15": {
            "accuracy": 0.8361595471700033,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.16": {
            "accuracy": 0.8548601468404134,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.17": {
            "accuracy": 0.8503810564676921,
            "total_bits": 483482688,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.18": {
            "accuracy": 0.8818686803181967,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.19": {
            "accuracy": 0.8884480794270834,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.20": {
            "accuracy": 0.8379961649576823,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.21": {
            "accuracy": 0.8830145200093588,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.22": {
            "accuracy": 0.8894084294637045,
            "total_bits": 572247072,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.23": {
            "accuracy": 0.870563824971517,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.24": {
            "accuracy": 0.8652655283610026,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.25": {
            "accuracy": 0.8744535446166992,
            "total_bits": 572247072,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.26": {
            "accuracy": 0.8678053220113119,
            "total_bits": 572247072,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.27": {
            "accuracy": 0.8675735791524252,
            "total_bits": 572247072,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.28": {
            "accuracy": 0.860187848409017,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.29": {
            "accuracy": 0.8641198476155599,
            "total_bits": 539218464,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.30": {
            "accuracy": 0.9148619969685872,
            "total_bits": 661014048,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.31": {
            "accuracy": 0.8672019640604655,
            "total_bits": 450454080,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        }
    }
}