| { | |
| "measurement": { | |
| "model.layers.0": { | |
| "accuracy": 0.6285324096679688, | |
| "total_bits": 289320576, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.1": { | |
| "accuracy": 0.695317268371582, | |
| "total_bits": 289320576, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.2": { | |
| "accuracy": 0.7464818954467773, | |
| "total_bits": 283125504, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.3": { | |
| "accuracy": 0.8897502422332764, | |
| "total_bits": 289320576, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.4": { | |
| "accuracy": 0.7123856544494629, | |
| "total_bits": 301703808, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.5": { | |
| "accuracy": 0.7461767196655273, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.6": { | |
| "accuracy": 0.7727584838867188, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.7": { | |
| "accuracy": 0.798675537109375, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.8": { | |
| "accuracy": 0.8624000549316406, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.9": { | |
| "accuracy": 0.8949522972106934, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.10": { | |
| "accuracy": 0.8948664665222168, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.11": { | |
| "accuracy": 0.8961267471313477, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.12": { | |
| "accuracy": 0.8918008804321289, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.13": { | |
| "accuracy": 0.9145417213439941, | |
| "total_bits": 283125504, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.14": { | |
| "accuracy": 0.932328462600708, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.15": { | |
| "accuracy": 0.9327261447906494, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.16": { | |
| "accuracy": 0.9302468299865723, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.17": { | |
| "accuracy": 0.926159143447876, | |
| "total_bits": 233583360, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.18": { | |
| "accuracy": 0.9283664226531982, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.19": { | |
| "accuracy": 0.9305317401885986, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.20": { | |
| "accuracy": 0.9183728694915771, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.21": { | |
| "accuracy": 0.9167120456695557, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.22": { | |
| "accuracy": 0.9127471446990967, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.23": { | |
| "accuracy": 0.9099318981170654, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.24": { | |
| "accuracy": 0.9029037952423096, | |
| "total_bits": 252161664, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.25": { | |
| "accuracy": 0.9138438701629639, | |
| "total_bits": 283125504, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.26": { | |
| "accuracy": 0.9242894649505615, | |
| "total_bits": 301703808, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.27": { | |
| "accuracy": 0.921504020690918, | |
| "total_bits": 301703808, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.28": { | |
| "accuracy": 0.9472332000732422, | |
| "total_bits": 400793088, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.29": { | |
| "accuracy": 0.9694942235946655, | |
| "total_bits": 456530304, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.30": { | |
| "accuracy": 0.9758806824684143, | |
| "total_bits": 456530304, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.31": { | |
| "accuracy": 0.9664642810821533, | |
| "total_bits": 456530304, | |
| "o_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 | |
| }, | |
| "qkv_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_up_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| } | |
| } | |
| } |