| { | |
| "measurement": { | |
| "model.layers.0": { | |
| "accuracy": 0.9363183975219727, | |
| "total_bits": 615009024, | |
| "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": { | |
| "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.1": { | |
| "accuracy": 0.905671755472819, | |
| "total_bits": 573724416, | |
| "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.2": { | |
| "accuracy": 0.9026820063591003, | |
| "total_bits": 458124288, | |
| "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": 0.9316545128822327, | |
| "total_bits": 606753024, | |
| "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.4": { | |
| "accuracy": 0.9349029064178467, | |
| "total_bits": 573724416, | |
| "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.5": { | |
| "accuracy": 0.915228009223938, | |
| "total_bits": 639781632, | |
| "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": { | |
| "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.6": { | |
| "accuracy": 0.9211175441741943, | |
| "total_bits": 639781632, | |
| "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": { | |
| "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.7": { | |
| "accuracy": 0.9153730074564616, | |
| "total_bits": 615009024, | |
| "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": { | |
| "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.8": { | |
| "accuracy": 0.9115104675292969, | |
| "total_bits": 606753024, | |
| "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.9": { | |
| "accuracy": 0.9099299907684326, | |
| "total_bits": 606753024, | |
| "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": 0.9182359377543131, | |
| "total_bits": 615009024, | |
| "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": { | |
| "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.11": { | |
| "accuracy": 0.9103440443674724, | |
| "total_bits": 615009024, | |
| "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": { | |
| "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.12": { | |
| "accuracy": 0.9088516235351562, | |
| "total_bits": 639781632, | |
| "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": { | |
| "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.13": { | |
| "accuracy": 0.9123655954996744, | |
| "total_bits": 615009024, | |
| "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": { | |
| "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.14": { | |
| "accuracy": 0.9045030275980632, | |
| "total_bits": 606753024, | |
| "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.15": { | |
| "accuracy": 0.9138115247090658, | |
| "total_bits": 648037632, | |
| "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": { | |
| "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.16": { | |
| "accuracy": 0.907196839650472, | |
| "total_bits": 648037632, | |
| "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": { | |
| "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.17": { | |
| "accuracy": 0.9050076802571615, | |
| "total_bits": 615009024, | |
| "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": { | |
| "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.18": { | |
| "accuracy": 0.9070329666137695, | |
| "total_bits": 648037632, | |
| "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": { | |
| "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.19": { | |
| "accuracy": 0.9032748540242513, | |
| "total_bits": 648037632, | |
| "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": { | |
| "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": 0.9428606033325195, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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.21": { | |
| "accuracy": 0.9365962346394857, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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.22": { | |
| "accuracy": 0.9405740102132162, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9272220929463705, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9356050491333008, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9346478780110677, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9298241933186849, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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.27": { | |
| "accuracy": 0.9336029688517252, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9313348134358723, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.93511962890625, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9314858913421631, | |
| "total_bits": 722356992, | |
| "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": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "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": 0.9324929714202881, | |
| "total_bits": 755385600, | |
| "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": { | |
| "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": { | |
| "2": 64 | |
| }, | |
| "bits": [ | |
| 2 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| }, | |
| "down_proj": { | |
| "group_size": { | |
| "4": 128 | |
| }, | |
| "bits": [ | |
| 4 | |
| ], | |
| "bits_prop": [ | |
| 1 | |
| ], | |
| "scale_bits": 4 | |
| } | |
| } | |
| } | |
| } |