{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.8987722396850586,
            "total_bits": 507787520,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.1": {
            "accuracy": 0.9002890586853027,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.2": {
            "accuracy": 0.9608855843544006,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.3": {
            "accuracy": 0.9555550813674927,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.4": {
            "accuracy": 0.9499313831329346,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.5": {
            "accuracy": 0.94085693359375,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.6": {
            "accuracy": 0.9383460283279419,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.7": {
            "accuracy": 0.9287691116333008,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.8": {
            "accuracy": 0.9277379512786865,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.9": {
            "accuracy": 0.9248785972595215,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.10": {
            "accuracy": 0.9232504367828369,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.11": {
            "accuracy": 0.9223508834838867,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.12": {
            "accuracy": 0.9154980182647705,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.13": {
            "accuracy": 0.9131753444671631,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.14": {
            "accuracy": 0.9053680896759033,
            "total_bits": 456407296,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.15": {
            "accuracy": 0.9041793346405029,
            "total_bits": 465844480,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            }
        },
        "model.layers.16": {
            "accuracy": 0.9069504737854004,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.17": {
            "accuracy": 0.9034838676452637,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.18": {
            "accuracy": 0.9072866439819336,
            "total_bits": 507787520,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.19": {
            "accuracy": 0.9008588790893555,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.20": {
            "accuracy": 0.9053101539611816,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.21": {
            "accuracy": 0.9090385437011719,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.22": {
            "accuracy": 0.9069957733154297,
            "total_bits": 465844480,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            }
        },
        "model.layers.23": {
            "accuracy": 0.9098095893859863,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.24": {
            "accuracy": 0.9100494384765625,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.25": {
            "accuracy": 0.9088339805603027,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.26": {
            "accuracy": 0.9072427749633789,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.27": {
            "accuracy": 0.9096179008483887,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.28": {
            "accuracy": 0.9028897285461426,
            "total_bits": 478689536,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.29": {
            "accuracy": 0.902318000793457,
            "total_bits": 513030400,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.30": {
            "accuracy": 0.9191799163818359,
            "total_bits": 607664384,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.31": {
            "accuracy": 0.9125514030456543,
            "total_bits": 607664384,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        }
    }
}