| { | |
| "measurement": { | |
| "model.layers.0": { | |
| "accuracy": 0.8268071413040161, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.1": { | |
| "accuracy": 0.8619303703308105, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.2": { | |
| "accuracy": 0.8468160629272461, | |
| "total_bits": 705854208, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.3": { | |
| "accuracy": 0.9009160995483398, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.4": { | |
| "accuracy": 0.8649841944376628, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.5": { | |
| "accuracy": 0.8682121435801188, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.6": { | |
| "accuracy": 0.846066951751709, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.7": { | |
| "accuracy": 0.847584088643392, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.8": { | |
| "accuracy": 0.837032159169515, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.9": { | |
| "accuracy": 0.8832192420959473, | |
| "total_bits": 896802624, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.10": { | |
| "accuracy": 0.8327364921569824, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.11": { | |
| "accuracy": 0.8388098080952961, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.12": { | |
| "accuracy": 0.8313821156819661, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.13": { | |
| "accuracy": 0.8284651438395182, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.14": { | |
| "accuracy": 0.8325541814168294, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.15": { | |
| "accuracy": 0.8397585550944011, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.16": { | |
| "accuracy": 0.8290220896402996, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.17": { | |
| "accuracy": 0.8313900629679362, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.18": { | |
| "accuracy": 0.8125101725260416, | |
| "total_bits": 705854208, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.19": { | |
| "accuracy": 0.8922429084777832, | |
| "total_bits": 896802624, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.20": { | |
| "accuracy": 0.8273080190022786, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.21": { | |
| "accuracy": 0.8421939214070638, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.22": { | |
| "accuracy": 0.8816617329915364, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.23": { | |
| "accuracy": 0.8843104044596354, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.24": { | |
| "accuracy": 0.8827810287475586, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.25": { | |
| "accuracy": 0.8820117314656576, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.26": { | |
| "accuracy": 0.8268124262491863, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.27": { | |
| "accuracy": 0.873173713684082, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.28": { | |
| "accuracy": 0.874451478322347, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.29": { | |
| "accuracy": 0.8699310620625813, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.30": { | |
| "accuracy": 0.8697741826375326, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.31": { | |
| "accuracy": 0.8672618865966797, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.32": { | |
| "accuracy": 0.8702019055684408, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.33": { | |
| "accuracy": 0.8703579902648926, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.34": { | |
| "accuracy": 0.8637998898824056, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.35": { | |
| "accuracy": 0.8716293970743816, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.36": { | |
| "accuracy": 0.8755424817403158, | |
| "total_bits": 845194944, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.37": { | |
| "accuracy": 0.8309295972188314, | |
| "total_bits": 757461888, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.38": { | |
| "accuracy": 0.8549712498982748, | |
| "total_bits": 705854208, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| }, | |
| "model.layers.39": { | |
| "accuracy": 0.9080821673075359, | |
| "total_bits": 705854208, | |
| "q_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "k_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "v_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "o_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "up_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "gate_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| } | |
| } | |
| } |