{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.8577442169189453,
            "total_bits": 220590240,
            "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.1": {
            "accuracy": 0.884124755859375,
            "total_bits": 176418976,
            "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": 0.8882641792297363,
            "total_bits": 176418976,
            "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.3": {
            "accuracy": 0.9067420959472656,
            "total_bits": 173797536,
            "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": [
                    0.1,
                    0.9
                ],
                "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": [
                    0.15,
                    0.85
                ],
                "scale_bits": 4
            }
        },
        "model.layers.4": {
            "accuracy": 0.8944721221923828,
            "total_bits": 173797536,
            "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": [
                    0.1,
                    0.9
                ],
                "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": [
                    0.15,
                    0.85
                ],
                "scale_bits": 4
            }
        },
        "model.layers.5": {
            "accuracy": 0.8987741470336914,
            "total_bits": 173797536,
            "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": [
                    0.1,
                    0.9
                ],
                "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": [
                    0.15,
                    0.85
                ],
                "scale_bits": 4
            }
        },
        "model.layers.6": {
            "accuracy": 0.8931183815002441,
            "total_bits": 176418976,
            "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.7": {
            "accuracy": 0.883723258972168,
            "total_bits": 186249376,
            "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.8": {
            "accuracy": 0.8757472038269043,
            "total_bits": 186249376,
            "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.9": {
            "accuracy": 0.8733458518981934,
            "total_bits": 186249376,
            "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.10": {
            "accuracy": 0.8880410194396973,
            "total_bits": 220590240,
            "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.11": {
            "accuracy": 0.9052388668060303,
            "total_bits": 186249376,
            "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.12": {
            "accuracy": 0.9194087982177734,
            "total_bits": 186249376,
            "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.13": {
            "accuracy": 0.9145328998565674,
            "total_bits": 186249376,
            "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.14": {
            "accuracy": 0.913372278213501,
            "total_bits": 186249376,
            "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.15": {
            "accuracy": 0.9123404026031494,
            "total_bits": 186249376,
            "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.16": {
            "accuracy": 0.9087188243865967,
            "total_bits": 186249376,
            "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.17": {
            "accuracy": 0.9070219993591309,
            "total_bits": 186249376,
            "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.18": {
            "accuracy": 0.9230918884277344,
            "total_bits": 220590240,
            "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.19": {
            "accuracy": 0.9243686199188232,
            "total_bits": 223867040,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            }
        },
        "model.layers.20": {
            "accuracy": 0.9281623363494873,
            "total_bits": 237105312,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "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": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.21": {
            "accuracy": 0.943530797958374,
            "total_bits": 264630432,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "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": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.22": {
            "accuracy": 0.9424953460693359,
            "total_bits": 264630432,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "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": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.23": {
            "accuracy": 0.9561769962310791,
            "total_bits": 292155552,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "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": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.24": {
            "accuracy": 0.9584910869598389,
            "total_bits": 292155552,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "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": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.25": {
            "accuracy": 0.9264585971832275,
            "total_bits": 220590240,
            "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.26": {
            "accuracy": 0.9594876766204834,
            "total_bits": 237105312,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "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": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.27": {
            "accuracy": 0.9591078758239746,
            "total_bits": 237105312,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "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": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.25,
                    0.75
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.28": {
            "accuracy": 0.9670519828796387,
            "total_bits": 264630432,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "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": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.29": {
            "accuracy": 0.9667495489120483,
            "total_bits": 264630432,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "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": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.30": {
            "accuracy": 0.9755908250808716,
            "total_bits": 292155552,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "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": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.31": {
            "accuracy": 0.9749658107757568,
            "total_bits": 292155552,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "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": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.75,
                    0.25
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.32": {
            "accuracy": 0.9877235889434814,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.33": {
            "accuracy": 0.9874624013900757,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.34": {
            "accuracy": 0.9872788190841675,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.35": {
            "accuracy": 0.9864280223846436,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.36": {
            "accuracy": 0.9864512085914612,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.37": {
            "accuracy": 0.9867923259735107,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.38": {
            "accuracy": 0.9684550762176514,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.39": {
            "accuracy": 0.9736276865005493,
            "total_bits": 319680672,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        }
    }
}