|
{ |
|
"measurement": { |
|
"model.layers.0": { |
|
"accuracy": 0.938117504119873, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.1": { |
|
"accuracy": 0.9385285377502441, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.2": { |
|
"accuracy": 0.9178314208984375, |
|
"total_bits": 1014035744, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.3": { |
|
"accuracy": 0.9398744106292725, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.4": { |
|
"accuracy": 0.932077169418335, |
|
"total_bits": 1031206176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.5": { |
|
"accuracy": 0.9244847297668457, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.6": { |
|
"accuracy": 0.9192135334014893, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.7": { |
|
"accuracy": 0.9200577735900879, |
|
"total_bits": 1057813792, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.2, |
|
0.8 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.2, |
|
0.8 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.8": { |
|
"accuracy": 0.9151592254638672, |
|
"total_bits": 1057813792, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.2, |
|
0.8 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.2, |
|
0.8 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.9": { |
|
"accuracy": 0.9430499076843262, |
|
"total_bits": 1006171424, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.10": { |
|
"accuracy": 0.9748049974441528, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.11": { |
|
"accuracy": 0.9726496934890747, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.12": { |
|
"accuracy": 0.9691994786262512, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.13": { |
|
"accuracy": 0.9673866033554077, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.14": { |
|
"accuracy": 0.9652252197265625, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.15": { |
|
"accuracy": 0.9634624719619751, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.16": { |
|
"accuracy": 0.9620521068572998, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.17": { |
|
"accuracy": 0.9614913463592529, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.18": { |
|
"accuracy": 0.9601767063140869, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.19": { |
|
"accuracy": 0.9585492610931396, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.20": { |
|
"accuracy": 0.9575080871582031, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.21": { |
|
"accuracy": 0.9563714265823364, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.22": { |
|
"accuracy": 0.9561275243759155, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.23": { |
|
"accuracy": 0.95439612865448, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.24": { |
|
"accuracy": 0.9584873914718628, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.25": { |
|
"accuracy": 0.9604376554489136, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.26": { |
|
"accuracy": 0.9616951942443848, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.27": { |
|
"accuracy": 0.9634686708450317, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.28": { |
|
"accuracy": 0.9646973609924316, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.29": { |
|
"accuracy": 0.9643039107322693, |
|
"total_bits": 1014822176, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.01, |
|
0.99 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.05, |
|
0.95 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.30": { |
|
"accuracy": 0.9647260308265686, |
|
"total_bits": 1057813792, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.2, |
|
0.8 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.02, |
|
0.98 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.2, |
|
0.8 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.31": { |
|
"accuracy": 0.9716804623603821, |
|
"total_bits": 1341060384, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.32": { |
|
"accuracy": 0.9701521396636963, |
|
"total_bits": 1341060384, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.1, |
|
0.9 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.33": { |
|
"accuracy": 0.9710032939910889, |
|
"total_bits": 1442510112, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.34": { |
|
"accuracy": 0.9695323705673218, |
|
"total_bits": 1442510112, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.25, |
|
0.75 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.35": { |
|
"accuracy": 0.974990963935852, |
|
"total_bits": 1611592992, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.5, |
|
0.5 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.5, |
|
0.5 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.5, |
|
0.5 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.5, |
|
0.5 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.5, |
|
0.5 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.36": { |
|
"accuracy": 0.9803920388221741, |
|
"total_bits": 1780675872, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.37": { |
|
"accuracy": 0.9799299836158752, |
|
"total_bits": 1780675872, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.38": { |
|
"accuracy": 0.9789667725563049, |
|
"total_bits": 1780675872, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128, |
|
"2": 128 |
|
}, |
|
"bits": [ |
|
4, |
|
2 |
|
], |
|
"bits_prop": [ |
|
0.75, |
|
0.25 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1.0 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.39": { |
|
"accuracy": 0.9891021251678467, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.40": { |
|
"accuracy": 0.9887650012969971, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.41": { |
|
"accuracy": 0.9885014891624451, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.42": { |
|
"accuracy": 0.988054633140564, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.43": { |
|
"accuracy": 0.9874053597450256, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.44": { |
|
"accuracy": 0.9866098761558533, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.45": { |
|
"accuracy": 0.9856432676315308, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.46": { |
|
"accuracy": 0.9848724603652954, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.47": { |
|
"accuracy": 0.9841241836547852, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.48": { |
|
"accuracy": 0.9846011400222778, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.49": { |
|
"accuracy": 0.9843735694885254, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.50": { |
|
"accuracy": 0.9848182797431946, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.51": { |
|
"accuracy": 0.9850360155105591, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.52": { |
|
"accuracy": 0.9854971170425415, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.53": { |
|
"accuracy": 0.9858990907669067, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.54": { |
|
"accuracy": 0.9864022135734558, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.55": { |
|
"accuracy": 0.9867092370986938, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.56": { |
|
"accuracy": 0.986831784248352, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.57": { |
|
"accuracy": 0.9866400957107544, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.58": { |
|
"accuracy": 0.9869475960731506, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.59": { |
|
"accuracy": 0.9808470010757446, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.60": { |
|
"accuracy": 0.9877333045005798, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.61": { |
|
"accuracy": 0.9868653416633606, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.62": { |
|
"accuracy": 0.9976152181625366, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
}, |
|
"model.layers.63": { |
|
"accuracy": 0.9992709159851074, |
|
"total_bits": 1949758752, |
|
"q_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"k_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"v_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"o_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"up_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"gate_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
}, |
|
"down_proj": { |
|
"group_size": { |
|
"4": 128 |
|
}, |
|
"bits": [ |
|
4 |
|
], |
|
"bits_prop": [ |
|
1 |
|
], |
|
"scale_bits": 4 |
|
} |
|
} |
|
} |
|
} |