{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.6527080535888672,
            "total_bits": 30627648,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "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": {
                    "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": 0.7941532135009766,
            "total_bits": 28563648,
            "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.2": {
            "accuracy": 0.7930316925048828,
            "total_bits": 28563648,
            "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": 0.8217496871948242,
            "total_bits": 28563648,
            "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": 0.8298921585083008,
            "total_bits": 28563648,
            "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": 0.7461814880371094,
            "total_bits": 28563648,
            "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": 0.9222159385681152,
            "total_bits": 28563648,
            "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": 0.9137954711914062,
            "total_bits": 28563648,
            "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.8": {
            "accuracy": 0.9160647392272949,
            "total_bits": 28563648,
            "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": 0.9239978790283203,
            "total_bits": 28563648,
            "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": 0.9132890701293945,
            "total_bits": 28563648,
            "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.11": {
            "accuracy": 0.908735990524292,
            "total_bits": 28563648,
            "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.12": {
            "accuracy": 0.9123492240905762,
            "total_bits": 28563648,
            "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.13": {
            "accuracy": 0.9198918342590332,
            "total_bits": 28563648,
            "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.14": {
            "accuracy": 0.909644365310669,
            "total_bits": 28563648,
            "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.15": {
            "accuracy": 0.9010679721832275,
            "total_bits": 28563648,
            "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": 0.8972649574279785,
            "total_bits": 28563648,
            "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.17": {
            "accuracy": 0.8823471069335938,
            "total_bits": 28563648,
            "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.18": {
            "accuracy": 0.8837952613830566,
            "total_bits": 28563648,
            "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.19": {
            "accuracy": 0.8893623352050781,
            "total_bits": 28563648,
            "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.20": {
            "accuracy": 0.8839263916015625,
            "total_bits": 28563648,
            "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": 0.8776912689208984,
            "total_bits": 28563648,
            "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.22": {
            "accuracy": 0.8431406021118164,
            "total_bits": 28563648,
            "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.23": {
            "accuracy": 0.7933902740478516,
            "total_bits": 28563648,
            "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
            }
        }
    }
}