NicoNico6 commited on
Commit
8ca1194
·
1 Parent(s): a66f2b6
config.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/hpi/fs00/share/fg/meinel/nianhui.guo/llama-2-hf/models--TheBloke--Llama-2-7B-fp16/snapshots/ec92360670debf11267ccece99b8e65a8c723802/",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "attention_dropout": 0.0,
8
+ "bos_token_id": 1,
9
+ "eos_token_id": 2,
10
+ "hidden_act": "silu",
11
+ "hidden_size": 4096,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 11008,
14
+ "max_position_embeddings": 2048,
15
+ "model_type": "llama",
16
+ "num_attention_heads": 32,
17
+ "num_hidden_layers": 32,
18
+ "num_key_value_heads": 32,
19
+ "pad_token_id": 0,
20
+ "pretraining_tp": 1,
21
+ "rms_norm_eps": 1e-05,
22
+ "rope_scaling": null,
23
+ "rope_theta": 10000.0,
24
+ "tie_word_embeddings": false,
25
+ "torch_dtype": "float16",
26
+ "transformers_version": "4.39.2",
27
+ "use_cache": true,
28
+ "vocab_size": 32000
29
+ }
generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 1,
4
+ "eos_token_id": 2,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "4.39.2"
7
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f13946ea261751103538fc407b97cf2160a4d2645f3fb3b73fc117948c6278aa
3
+ size 2702040512
quant_strategy.json ADDED
@@ -0,0 +1,3438 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "measurement": {
3
+ "model.layers.0": {
4
+ "accuracy": 0.9382696151733398,
5
+ "total_bits": 446084128,
6
+ "q_proj": {
7
+ "group_size": {
8
+ "4": 128,
9
+ "2": 128
10
+ },
11
+ "bits": [
12
+ 4,
13
+ 2
14
+ ],
15
+ "bits_prop": [
16
+ 0.02,
17
+ 0.98
18
+ ],
19
+ "scale_bits": 4
20
+ },
21
+ "k_proj": {
22
+ "group_size": {
23
+ "4": 128,
24
+ "2": 128
25
+ },
26
+ "bits": [
27
+ 4,
28
+ 2
29
+ ],
30
+ "bits_prop": [
31
+ 0.02,
32
+ 0.98
33
+ ],
34
+ "scale_bits": 4
35
+ },
36
+ "v_proj": {
37
+ "group_size": {
38
+ "4": 128,
39
+ "2": 128
40
+ },
41
+ "bits": [
42
+ 4,
43
+ 2
44
+ ],
45
+ "bits_prop": [
46
+ 0.2,
47
+ 0.8
48
+ ],
49
+ "scale_bits": 4
50
+ },
51
+ "o_proj": {
52
+ "group_size": {
53
+ "4": 128,
54
+ "2": 128
55
+ },
56
+ "bits": [
57
+ 4,
58
+ 2
59
+ ],
60
+ "bits_prop": [
61
+ 0.02,
62
+ 0.98
63
+ ],
64
+ "scale_bits": 4
65
+ },
66
+ "up_proj": {
67
+ "group_size": {
68
+ "4": 128,
69
+ "2": 128
70
+ },
71
+ "bits": [
72
+ 4,
73
+ 2
74
+ ],
75
+ "bits_prop": [
76
+ 0.02,
77
+ 0.98
78
+ ],
79
+ "scale_bits": 4
80
+ },
81
+ "gate_proj": {
82
+ "group_size": {
83
+ "4": 128,
84
+ "2": 128
85
+ },
86
+ "bits": [
87
+ 4,
88
+ 2
89
+ ],
90
+ "bits_prop": [
91
+ 0.02,
92
+ 0.98
93
+ ],
94
+ "scale_bits": 4
95
+ },
96
+ "down_proj": {
97
+ "group_size": {
98
+ "4": 128,
99
+ "2": 128
100
+ },
101
+ "bits": [
102
+ 4,
103
+ 2
104
+ ],
105
+ "bits_prop": [
106
+ 0.2,
107
+ 0.8
108
+ ],
109
+ "scale_bits": 4
110
+ }
111
+ },
112
+ "model.layers.1": {
113
+ "accuracy": 0.9415526390075684,
114
+ "total_bits": 578335776,
115
+ "q_proj": {
116
+ "group_size": {
117
+ "4": 128,
118
+ "2": 128
119
+ },
120
+ "bits": [
121
+ 4,
122
+ 2
123
+ ],
124
+ "bits_prop": [
125
+ 0.35,
126
+ 0.65
127
+ ],
128
+ "scale_bits": 4
129
+ },
130
+ "k_proj": {
131
+ "group_size": {
132
+ "4": 128,
133
+ "2": 128
134
+ },
135
+ "bits": [
136
+ 4,
137
+ 2
138
+ ],
139
+ "bits_prop": [
140
+ 0.35,
141
+ 0.65
142
+ ],
143
+ "scale_bits": 4
144
+ },
145
+ "v_proj": {
146
+ "group_size": {
147
+ "4": 128,
148
+ "2": 128
149
+ },
150
+ "bits": [
151
+ 4,
152
+ 2
153
+ ],
154
+ "bits_prop": [
155
+ 0.5,
156
+ 0.5
157
+ ],
158
+ "scale_bits": 4
159
+ },
160
+ "o_proj": {
161
+ "group_size": {
162
+ "4": 128,
163
+ "2": 128
164
+ },
165
+ "bits": [
166
+ 4,
167
+ 2
168
+ ],
169
+ "bits_prop": [
170
+ 0.35,
171
+ 0.65
172
+ ],
173
+ "scale_bits": 4
174
+ },
175
+ "up_proj": {
176
+ "group_size": {
177
+ "4": 128,
178
+ "2": 128
179
+ },
180
+ "bits": [
181
+ 4,
182
+ 2
183
+ ],
184
+ "bits_prop": [
185
+ 0.35,
186
+ 0.65
187
+ ],
188
+ "scale_bits": 4
189
+ },
190
+ "gate_proj": {
191
+ "group_size": {
192
+ "4": 128,
193
+ "2": 128
194
+ },
195
+ "bits": [
196
+ 4,
197
+ 2
198
+ ],
199
+ "bits_prop": [
200
+ 0.35,
201
+ 0.65
202
+ ],
203
+ "scale_bits": 4
204
+ },
205
+ "down_proj": {
206
+ "group_size": {
207
+ "4": 128,
208
+ "2": 128
209
+ },
210
+ "bits": [
211
+ 4,
212
+ 2
213
+ ],
214
+ "bits_prop": [
215
+ 0.5,
216
+ 0.5
217
+ ],
218
+ "scale_bits": 4
219
+ }
220
+ },
221
+ "model.layers.2": {
222
+ "accuracy": 0.9650976061820984,
223
+ "total_bits": 424064032,
224
+ "q_proj": {
225
+ "group_size": {
226
+ "4": 128,
227
+ "2": 128
228
+ },
229
+ "bits": [
230
+ 4,
231
+ 2
232
+ ],
233
+ "bits_prop": [
234
+ 0.01,
235
+ 0.99
236
+ ],
237
+ "scale_bits": 4
238
+ },
239
+ "k_proj": {
240
+ "group_size": {
241
+ "4": 128,
242
+ "2": 128
243
+ },
244
+ "bits": [
245
+ 4,
246
+ 2
247
+ ],
248
+ "bits_prop": [
249
+ 0.01,
250
+ 0.99
251
+ ],
252
+ "scale_bits": 4
253
+ },
254
+ "v_proj": {
255
+ "group_size": {
256
+ "4": 128,
257
+ "2": 128
258
+ },
259
+ "bits": [
260
+ 4,
261
+ 2
262
+ ],
263
+ "bits_prop": [
264
+ 0.05,
265
+ 0.95
266
+ ],
267
+ "scale_bits": 4
268
+ },
269
+ "o_proj": {
270
+ "group_size": {
271
+ "4": 128,
272
+ "2": 128
273
+ },
274
+ "bits": [
275
+ 4,
276
+ 2
277
+ ],
278
+ "bits_prop": [
279
+ 0.02,
280
+ 0.98
281
+ ],
282
+ "scale_bits": 4
283
+ },
284
+ "up_proj": {
285
+ "group_size": {
286
+ "4": 128,
287
+ "2": 128
288
+ },
289
+ "bits": [
290
+ 4,
291
+ 2
292
+ ],
293
+ "bits_prop": [
294
+ 0.01,
295
+ 0.99
296
+ ],
297
+ "scale_bits": 4
298
+ },
299
+ "gate_proj": {
300
+ "group_size": {
301
+ "4": 128,
302
+ "2": 128
303
+ },
304
+ "bits": [
305
+ 4,
306
+ 2
307
+ ],
308
+ "bits_prop": [
309
+ 0.01,
310
+ 0.99
311
+ ],
312
+ "scale_bits": 4
313
+ },
314
+ "down_proj": {
315
+ "group_size": {
316
+ "4": 128,
317
+ "2": 128
318
+ },
319
+ "bits": [
320
+ 4,
321
+ 2
322
+ ],
323
+ "bits_prop": [
324
+ 0.02,
325
+ 0.98
326
+ ],
327
+ "scale_bits": 4
328
+ }
329
+ },
330
+ "model.layers.3": {
331
+ "accuracy": 0.9562180042266846,
332
+ "total_bits": 424064032,
333
+ "q_proj": {
334
+ "group_size": {
335
+ "4": 128,
336
+ "2": 128
337
+ },
338
+ "bits": [
339
+ 4,
340
+ 2
341
+ ],
342
+ "bits_prop": [
343
+ 0.01,
344
+ 0.99
345
+ ],
346
+ "scale_bits": 4
347
+ },
348
+ "k_proj": {
349
+ "group_size": {
350
+ "4": 128,
351
+ "2": 128
352
+ },
353
+ "bits": [
354
+ 4,
355
+ 2
356
+ ],
357
+ "bits_prop": [
358
+ 0.01,
359
+ 0.99
360
+ ],
361
+ "scale_bits": 4
362
+ },
363
+ "v_proj": {
364
+ "group_size": {
365
+ "4": 128,
366
+ "2": 128
367
+ },
368
+ "bits": [
369
+ 4,
370
+ 2
371
+ ],
372
+ "bits_prop": [
373
+ 0.05,
374
+ 0.95
375
+ ],
376
+ "scale_bits": 4
377
+ },
378
+ "o_proj": {
379
+ "group_size": {
380
+ "4": 128,
381
+ "2": 128
382
+ },
383
+ "bits": [
384
+ 4,
385
+ 2
386
+ ],
387
+ "bits_prop": [
388
+ 0.02,
389
+ 0.98
390
+ ],
391
+ "scale_bits": 4
392
+ },
393
+ "up_proj": {
394
+ "group_size": {
395
+ "4": 128,
396
+ "2": 128
397
+ },
398
+ "bits": [
399
+ 4,
400
+ 2
401
+ ],
402
+ "bits_prop": [
403
+ 0.01,
404
+ 0.99
405
+ ],
406
+ "scale_bits": 4
407
+ },
408
+ "gate_proj": {
409
+ "group_size": {
410
+ "4": 128,
411
+ "2": 128
412
+ },
413
+ "bits": [
414
+ 4,
415
+ 2
416
+ ],
417
+ "bits_prop": [
418
+ 0.01,
419
+ 0.99
420
+ ],
421
+ "scale_bits": 4
422
+ },
423
+ "down_proj": {
424
+ "group_size": {
425
+ "4": 128,
426
+ "2": 128
427
+ },
428
+ "bits": [
429
+ 4,
430
+ 2
431
+ ],
432
+ "bits_prop": [
433
+ 0.02,
434
+ 0.98
435
+ ],
436
+ "scale_bits": 4
437
+ }
438
+ },
439
+ "model.layers.4": {
440
+ "accuracy": 0.9498416185379028,
441
+ "total_bits": 424064032,
442
+ "q_proj": {
443
+ "group_size": {
444
+ "4": 128,
445
+ "2": 128
446
+ },
447
+ "bits": [
448
+ 4,
449
+ 2
450
+ ],
451
+ "bits_prop": [
452
+ 0.01,
453
+ 0.99
454
+ ],
455
+ "scale_bits": 4
456
+ },
457
+ "k_proj": {
458
+ "group_size": {
459
+ "4": 128,
460
+ "2": 128
461
+ },
462
+ "bits": [
463
+ 4,
464
+ 2
465
+ ],
466
+ "bits_prop": [
467
+ 0.01,
468
+ 0.99
469
+ ],
470
+ "scale_bits": 4
471
+ },
472
+ "v_proj": {
473
+ "group_size": {
474
+ "4": 128,
475
+ "2": 128
476
+ },
477
+ "bits": [
478
+ 4,
479
+ 2
480
+ ],
481
+ "bits_prop": [
482
+ 0.05,
483
+ 0.95
484
+ ],
485
+ "scale_bits": 4
486
+ },
487
+ "o_proj": {
488
+ "group_size": {
489
+ "4": 128,
490
+ "2": 128
491
+ },
492
+ "bits": [
493
+ 4,
494
+ 2
495
+ ],
496
+ "bits_prop": [
497
+ 0.02,
498
+ 0.98
499
+ ],
500
+ "scale_bits": 4
501
+ },
502
+ "up_proj": {
503
+ "group_size": {
504
+ "4": 128,
505
+ "2": 128
506
+ },
507
+ "bits": [
508
+ 4,
509
+ 2
510
+ ],
511
+ "bits_prop": [
512
+ 0.01,
513
+ 0.99
514
+ ],
515
+ "scale_bits": 4
516
+ },
517
+ "gate_proj": {
518
+ "group_size": {
519
+ "4": 128,
520
+ "2": 128
521
+ },
522
+ "bits": [
523
+ 4,
524
+ 2
525
+ ],
526
+ "bits_prop": [
527
+ 0.01,
528
+ 0.99
529
+ ],
530
+ "scale_bits": 4
531
+ },
532
+ "down_proj": {
533
+ "group_size": {
534
+ "4": 128,
535
+ "2": 128
536
+ },
537
+ "bits": [
538
+ 4,
539
+ 2
540
+ ],
541
+ "bits_prop": [
542
+ 0.02,
543
+ 0.98
544
+ ],
545
+ "scale_bits": 4
546
+ }
547
+ },
548
+ "model.layers.5": {
549
+ "accuracy": 0.9452450275421143,
550
+ "total_bits": 424064032,
551
+ "q_proj": {
552
+ "group_size": {
553
+ "4": 128,
554
+ "2": 128
555
+ },
556
+ "bits": [
557
+ 4,
558
+ 2
559
+ ],
560
+ "bits_prop": [
561
+ 0.01,
562
+ 0.99
563
+ ],
564
+ "scale_bits": 4
565
+ },
566
+ "k_proj": {
567
+ "group_size": {
568
+ "4": 128,
569
+ "2": 128
570
+ },
571
+ "bits": [
572
+ 4,
573
+ 2
574
+ ],
575
+ "bits_prop": [
576
+ 0.01,
577
+ 0.99
578
+ ],
579
+ "scale_bits": 4
580
+ },
581
+ "v_proj": {
582
+ "group_size": {
583
+ "4": 128,
584
+ "2": 128
585
+ },
586
+ "bits": [
587
+ 4,
588
+ 2
589
+ ],
590
+ "bits_prop": [
591
+ 0.05,
592
+ 0.95
593
+ ],
594
+ "scale_bits": 4
595
+ },
596
+ "o_proj": {
597
+ "group_size": {
598
+ "4": 128,
599
+ "2": 128
600
+ },
601
+ "bits": [
602
+ 4,
603
+ 2
604
+ ],
605
+ "bits_prop": [
606
+ 0.02,
607
+ 0.98
608
+ ],
609
+ "scale_bits": 4
610
+ },
611
+ "up_proj": {
612
+ "group_size": {
613
+ "4": 128,
614
+ "2": 128
615
+ },
616
+ "bits": [
617
+ 4,
618
+ 2
619
+ ],
620
+ "bits_prop": [
621
+ 0.01,
622
+ 0.99
623
+ ],
624
+ "scale_bits": 4
625
+ },
626
+ "gate_proj": {
627
+ "group_size": {
628
+ "4": 128,
629
+ "2": 128
630
+ },
631
+ "bits": [
632
+ 4,
633
+ 2
634
+ ],
635
+ "bits_prop": [
636
+ 0.01,
637
+ 0.99
638
+ ],
639
+ "scale_bits": 4
640
+ },
641
+ "down_proj": {
642
+ "group_size": {
643
+ "4": 128,
644
+ "2": 128
645
+ },
646
+ "bits": [
647
+ 4,
648
+ 2
649
+ ],
650
+ "bits_prop": [
651
+ 0.02,
652
+ 0.98
653
+ ],
654
+ "scale_bits": 4
655
+ }
656
+ },
657
+ "model.layers.6": {
658
+ "accuracy": 0.9379130601882935,
659
+ "total_bits": 424064032,
660
+ "q_proj": {
661
+ "group_size": {
662
+ "4": 128,
663
+ "2": 128
664
+ },
665
+ "bits": [
666
+ 4,
667
+ 2
668
+ ],
669
+ "bits_prop": [
670
+ 0.01,
671
+ 0.99
672
+ ],
673
+ "scale_bits": 4
674
+ },
675
+ "k_proj": {
676
+ "group_size": {
677
+ "4": 128,
678
+ "2": 128
679
+ },
680
+ "bits": [
681
+ 4,
682
+ 2
683
+ ],
684
+ "bits_prop": [
685
+ 0.01,
686
+ 0.99
687
+ ],
688
+ "scale_bits": 4
689
+ },
690
+ "v_proj": {
691
+ "group_size": {
692
+ "4": 128,
693
+ "2": 128
694
+ },
695
+ "bits": [
696
+ 4,
697
+ 2
698
+ ],
699
+ "bits_prop": [
700
+ 0.05,
701
+ 0.95
702
+ ],
703
+ "scale_bits": 4
704
+ },
705
+ "o_proj": {
706
+ "group_size": {
707
+ "4": 128,
708
+ "2": 128
709
+ },
710
+ "bits": [
711
+ 4,
712
+ 2
713
+ ],
714
+ "bits_prop": [
715
+ 0.02,
716
+ 0.98
717
+ ],
718
+ "scale_bits": 4
719
+ },
720
+ "up_proj": {
721
+ "group_size": {
722
+ "4": 128,
723
+ "2": 128
724
+ },
725
+ "bits": [
726
+ 4,
727
+ 2
728
+ ],
729
+ "bits_prop": [
730
+ 0.01,
731
+ 0.99
732
+ ],
733
+ "scale_bits": 4
734
+ },
735
+ "gate_proj": {
736
+ "group_size": {
737
+ "4": 128,
738
+ "2": 128
739
+ },
740
+ "bits": [
741
+ 4,
742
+ 2
743
+ ],
744
+ "bits_prop": [
745
+ 0.01,
746
+ 0.99
747
+ ],
748
+ "scale_bits": 4
749
+ },
750
+ "down_proj": {
751
+ "group_size": {
752
+ "4": 128,
753
+ "2": 128
754
+ },
755
+ "bits": [
756
+ 4,
757
+ 2
758
+ ],
759
+ "bits_prop": [
760
+ 0.02,
761
+ 0.98
762
+ ],
763
+ "scale_bits": 4
764
+ }
765
+ },
766
+ "model.layers.7": {
767
+ "accuracy": 0.932453989982605,
768
+ "total_bits": 424064032,
769
+ "q_proj": {
770
+ "group_size": {
771
+ "4": 128,
772
+ "2": 128
773
+ },
774
+ "bits": [
775
+ 4,
776
+ 2
777
+ ],
778
+ "bits_prop": [
779
+ 0.01,
780
+ 0.99
781
+ ],
782
+ "scale_bits": 4
783
+ },
784
+ "k_proj": {
785
+ "group_size": {
786
+ "4": 128,
787
+ "2": 128
788
+ },
789
+ "bits": [
790
+ 4,
791
+ 2
792
+ ],
793
+ "bits_prop": [
794
+ 0.01,
795
+ 0.99
796
+ ],
797
+ "scale_bits": 4
798
+ },
799
+ "v_proj": {
800
+ "group_size": {
801
+ "4": 128,
802
+ "2": 128
803
+ },
804
+ "bits": [
805
+ 4,
806
+ 2
807
+ ],
808
+ "bits_prop": [
809
+ 0.05,
810
+ 0.95
811
+ ],
812
+ "scale_bits": 4
813
+ },
814
+ "o_proj": {
815
+ "group_size": {
816
+ "4": 128,
817
+ "2": 128
818
+ },
819
+ "bits": [
820
+ 4,
821
+ 2
822
+ ],
823
+ "bits_prop": [
824
+ 0.02,
825
+ 0.98
826
+ ],
827
+ "scale_bits": 4
828
+ },
829
+ "up_proj": {
830
+ "group_size": {
831
+ "4": 128,
832
+ "2": 128
833
+ },
834
+ "bits": [
835
+ 4,
836
+ 2
837
+ ],
838
+ "bits_prop": [
839
+ 0.01,
840
+ 0.99
841
+ ],
842
+ "scale_bits": 4
843
+ },
844
+ "gate_proj": {
845
+ "group_size": {
846
+ "4": 128,
847
+ "2": 128
848
+ },
849
+ "bits": [
850
+ 4,
851
+ 2
852
+ ],
853
+ "bits_prop": [
854
+ 0.01,
855
+ 0.99
856
+ ],
857
+ "scale_bits": 4
858
+ },
859
+ "down_proj": {
860
+ "group_size": {
861
+ "4": 128,
862
+ "2": 128
863
+ },
864
+ "bits": [
865
+ 4,
866
+ 2
867
+ ],
868
+ "bits_prop": [
869
+ 0.02,
870
+ 0.98
871
+ ],
872
+ "scale_bits": 4
873
+ }
874
+ },
875
+ "model.layers.8": {
876
+ "accuracy": 0.9342072010040283,
877
+ "total_bits": 446084128,
878
+ "q_proj": {
879
+ "group_size": {
880
+ "4": 128,
881
+ "2": 128
882
+ },
883
+ "bits": [
884
+ 4,
885
+ 2
886
+ ],
887
+ "bits_prop": [
888
+ 0.02,
889
+ 0.98
890
+ ],
891
+ "scale_bits": 4
892
+ },
893
+ "k_proj": {
894
+ "group_size": {
895
+ "4": 128,
896
+ "2": 128
897
+ },
898
+ "bits": [
899
+ 4,
900
+ 2
901
+ ],
902
+ "bits_prop": [
903
+ 0.02,
904
+ 0.98
905
+ ],
906
+ "scale_bits": 4
907
+ },
908
+ "v_proj": {
909
+ "group_size": {
910
+ "4": 128,
911
+ "2": 128
912
+ },
913
+ "bits": [
914
+ 4,
915
+ 2
916
+ ],
917
+ "bits_prop": [
918
+ 0.2,
919
+ 0.8
920
+ ],
921
+ "scale_bits": 4
922
+ },
923
+ "o_proj": {
924
+ "group_size": {
925
+ "4": 128,
926
+ "2": 128
927
+ },
928
+ "bits": [
929
+ 4,
930
+ 2
931
+ ],
932
+ "bits_prop": [
933
+ 0.02,
934
+ 0.98
935
+ ],
936
+ "scale_bits": 4
937
+ },
938
+ "up_proj": {
939
+ "group_size": {
940
+ "4": 128,
941
+ "2": 128
942
+ },
943
+ "bits": [
944
+ 4,
945
+ 2
946
+ ],
947
+ "bits_prop": [
948
+ 0.02,
949
+ 0.98
950
+ ],
951
+ "scale_bits": 4
952
+ },
953
+ "gate_proj": {
954
+ "group_size": {
955
+ "4": 128,
956
+ "2": 128
957
+ },
958
+ "bits": [
959
+ 4,
960
+ 2
961
+ ],
962
+ "bits_prop": [
963
+ 0.02,
964
+ 0.98
965
+ ],
966
+ "scale_bits": 4
967
+ },
968
+ "down_proj": {
969
+ "group_size": {
970
+ "4": 128,
971
+ "2": 128
972
+ },
973
+ "bits": [
974
+ 4,
975
+ 2
976
+ ],
977
+ "bits_prop": [
978
+ 0.2,
979
+ 0.8
980
+ ],
981
+ "scale_bits": 4
982
+ }
983
+ },
984
+ "model.layers.9": {
985
+ "accuracy": 0.932488203048706,
986
+ "total_bits": 446084128,
987
+ "q_proj": {
988
+ "group_size": {
989
+ "4": 128,
990
+ "2": 128
991
+ },
992
+ "bits": [
993
+ 4,
994
+ 2
995
+ ],
996
+ "bits_prop": [
997
+ 0.02,
998
+ 0.98
999
+ ],
1000
+ "scale_bits": 4
1001
+ },
1002
+ "k_proj": {
1003
+ "group_size": {
1004
+ "4": 128,
1005
+ "2": 128
1006
+ },
1007
+ "bits": [
1008
+ 4,
1009
+ 2
1010
+ ],
1011
+ "bits_prop": [
1012
+ 0.02,
1013
+ 0.98
1014
+ ],
1015
+ "scale_bits": 4
1016
+ },
1017
+ "v_proj": {
1018
+ "group_size": {
1019
+ "4": 128,
1020
+ "2": 128
1021
+ },
1022
+ "bits": [
1023
+ 4,
1024
+ 2
1025
+ ],
1026
+ "bits_prop": [
1027
+ 0.2,
1028
+ 0.8
1029
+ ],
1030
+ "scale_bits": 4
1031
+ },
1032
+ "o_proj": {
1033
+ "group_size": {
1034
+ "4": 128,
1035
+ "2": 128
1036
+ },
1037
+ "bits": [
1038
+ 4,
1039
+ 2
1040
+ ],
1041
+ "bits_prop": [
1042
+ 0.02,
1043
+ 0.98
1044
+ ],
1045
+ "scale_bits": 4
1046
+ },
1047
+ "up_proj": {
1048
+ "group_size": {
1049
+ "4": 128,
1050
+ "2": 128
1051
+ },
1052
+ "bits": [
1053
+ 4,
1054
+ 2
1055
+ ],
1056
+ "bits_prop": [
1057
+ 0.02,
1058
+ 0.98
1059
+ ],
1060
+ "scale_bits": 4
1061
+ },
1062
+ "gate_proj": {
1063
+ "group_size": {
1064
+ "4": 128,
1065
+ "2": 128
1066
+ },
1067
+ "bits": [
1068
+ 4,
1069
+ 2
1070
+ ],
1071
+ "bits_prop": [
1072
+ 0.02,
1073
+ 0.98
1074
+ ],
1075
+ "scale_bits": 4
1076
+ },
1077
+ "down_proj": {
1078
+ "group_size": {
1079
+ "4": 128,
1080
+ "2": 128
1081
+ },
1082
+ "bits": [
1083
+ 4,
1084
+ 2
1085
+ ],
1086
+ "bits_prop": [
1087
+ 0.2,
1088
+ 0.8
1089
+ ],
1090
+ "scale_bits": 4
1091
+ }
1092
+ },
1093
+ "model.layers.10": {
1094
+ "accuracy": 0.9288740158081055,
1095
+ "total_bits": 446084128,
1096
+ "q_proj": {
1097
+ "group_size": {
1098
+ "4": 128,
1099
+ "2": 128
1100
+ },
1101
+ "bits": [
1102
+ 4,
1103
+ 2
1104
+ ],
1105
+ "bits_prop": [
1106
+ 0.02,
1107
+ 0.98
1108
+ ],
1109
+ "scale_bits": 4
1110
+ },
1111
+ "k_proj": {
1112
+ "group_size": {
1113
+ "4": 128,
1114
+ "2": 128
1115
+ },
1116
+ "bits": [
1117
+ 4,
1118
+ 2
1119
+ ],
1120
+ "bits_prop": [
1121
+ 0.02,
1122
+ 0.98
1123
+ ],
1124
+ "scale_bits": 4
1125
+ },
1126
+ "v_proj": {
1127
+ "group_size": {
1128
+ "4": 128,
1129
+ "2": 128
1130
+ },
1131
+ "bits": [
1132
+ 4,
1133
+ 2
1134
+ ],
1135
+ "bits_prop": [
1136
+ 0.2,
1137
+ 0.8
1138
+ ],
1139
+ "scale_bits": 4
1140
+ },
1141
+ "o_proj": {
1142
+ "group_size": {
1143
+ "4": 128,
1144
+ "2": 128
1145
+ },
1146
+ "bits": [
1147
+ 4,
1148
+ 2
1149
+ ],
1150
+ "bits_prop": [
1151
+ 0.02,
1152
+ 0.98
1153
+ ],
1154
+ "scale_bits": 4
1155
+ },
1156
+ "up_proj": {
1157
+ "group_size": {
1158
+ "4": 128,
1159
+ "2": 128
1160
+ },
1161
+ "bits": [
1162
+ 4,
1163
+ 2
1164
+ ],
1165
+ "bits_prop": [
1166
+ 0.02,
1167
+ 0.98
1168
+ ],
1169
+ "scale_bits": 4
1170
+ },
1171
+ "gate_proj": {
1172
+ "group_size": {
1173
+ "4": 128,
1174
+ "2": 128
1175
+ },
1176
+ "bits": [
1177
+ 4,
1178
+ 2
1179
+ ],
1180
+ "bits_prop": [
1181
+ 0.02,
1182
+ 0.98
1183
+ ],
1184
+ "scale_bits": 4
1185
+ },
1186
+ "down_proj": {
1187
+ "group_size": {
1188
+ "4": 128,
1189
+ "2": 128
1190
+ },
1191
+ "bits": [
1192
+ 4,
1193
+ 2
1194
+ ],
1195
+ "bits_prop": [
1196
+ 0.2,
1197
+ 0.8
1198
+ ],
1199
+ "scale_bits": 4
1200
+ }
1201
+ },
1202
+ "model.layers.11": {
1203
+ "accuracy": 0.9333758354187012,
1204
+ "total_bits": 478983200,
1205
+ "q_proj": {
1206
+ "group_size": {
1207
+ "4": 128,
1208
+ "2": 128
1209
+ },
1210
+ "bits": [
1211
+ 4,
1212
+ 2
1213
+ ],
1214
+ "bits_prop": [
1215
+ 0.05,
1216
+ 0.95
1217
+ ],
1218
+ "scale_bits": 4
1219
+ },
1220
+ "k_proj": {
1221
+ "group_size": {
1222
+ "4": 128,
1223
+ "2": 128
1224
+ },
1225
+ "bits": [
1226
+ 4,
1227
+ 2
1228
+ ],
1229
+ "bits_prop": [
1230
+ 0.05,
1231
+ 0.95
1232
+ ],
1233
+ "scale_bits": 4
1234
+ },
1235
+ "v_proj": {
1236
+ "group_size": {
1237
+ "4": 128,
1238
+ "2": 128
1239
+ },
1240
+ "bits": [
1241
+ 4,
1242
+ 2
1243
+ ],
1244
+ "bits_prop": [
1245
+ 0.4,
1246
+ 0.6
1247
+ ],
1248
+ "scale_bits": 4
1249
+ },
1250
+ "o_proj": {
1251
+ "group_size": {
1252
+ "4": 128,
1253
+ "2": 128
1254
+ },
1255
+ "bits": [
1256
+ 4,
1257
+ 2
1258
+ ],
1259
+ "bits_prop": [
1260
+ 0.05,
1261
+ 0.95
1262
+ ],
1263
+ "scale_bits": 4
1264
+ },
1265
+ "up_proj": {
1266
+ "group_size": {
1267
+ "4": 128,
1268
+ "2": 128
1269
+ },
1270
+ "bits": [
1271
+ 4,
1272
+ 2
1273
+ ],
1274
+ "bits_prop": [
1275
+ 0.05,
1276
+ 0.95
1277
+ ],
1278
+ "scale_bits": 4
1279
+ },
1280
+ "gate_proj": {
1281
+ "group_size": {
1282
+ "4": 128,
1283
+ "2": 128
1284
+ },
1285
+ "bits": [
1286
+ 4,
1287
+ 2
1288
+ ],
1289
+ "bits_prop": [
1290
+ 0.05,
1291
+ 0.95
1292
+ ],
1293
+ "scale_bits": 4
1294
+ },
1295
+ "down_proj": {
1296
+ "group_size": {
1297
+ "4": 128,
1298
+ "2": 128
1299
+ },
1300
+ "bits": [
1301
+ 4,
1302
+ 2
1303
+ ],
1304
+ "bits_prop": [
1305
+ 0.4,
1306
+ 0.6
1307
+ ],
1308
+ "scale_bits": 4
1309
+ }
1310
+ },
1311
+ "model.layers.12": {
1312
+ "accuracy": 0.9322373867034912,
1313
+ "total_bits": 478983200,
1314
+ "q_proj": {
1315
+ "group_size": {
1316
+ "4": 128,
1317
+ "2": 128
1318
+ },
1319
+ "bits": [
1320
+ 4,
1321
+ 2
1322
+ ],
1323
+ "bits_prop": [
1324
+ 0.05,
1325
+ 0.95
1326
+ ],
1327
+ "scale_bits": 4
1328
+ },
1329
+ "k_proj": {
1330
+ "group_size": {
1331
+ "4": 128,
1332
+ "2": 128
1333
+ },
1334
+ "bits": [
1335
+ 4,
1336
+ 2
1337
+ ],
1338
+ "bits_prop": [
1339
+ 0.05,
1340
+ 0.95
1341
+ ],
1342
+ "scale_bits": 4
1343
+ },
1344
+ "v_proj": {
1345
+ "group_size": {
1346
+ "4": 128,
1347
+ "2": 128
1348
+ },
1349
+ "bits": [
1350
+ 4,
1351
+ 2
1352
+ ],
1353
+ "bits_prop": [
1354
+ 0.4,
1355
+ 0.6
1356
+ ],
1357
+ "scale_bits": 4
1358
+ },
1359
+ "o_proj": {
1360
+ "group_size": {
1361
+ "4": 128,
1362
+ "2": 128
1363
+ },
1364
+ "bits": [
1365
+ 4,
1366
+ 2
1367
+ ],
1368
+ "bits_prop": [
1369
+ 0.05,
1370
+ 0.95
1371
+ ],
1372
+ "scale_bits": 4
1373
+ },
1374
+ "up_proj": {
1375
+ "group_size": {
1376
+ "4": 128,
1377
+ "2": 128
1378
+ },
1379
+ "bits": [
1380
+ 4,
1381
+ 2
1382
+ ],
1383
+ "bits_prop": [
1384
+ 0.05,
1385
+ 0.95
1386
+ ],
1387
+ "scale_bits": 4
1388
+ },
1389
+ "gate_proj": {
1390
+ "group_size": {
1391
+ "4": 128,
1392
+ "2": 128
1393
+ },
1394
+ "bits": [
1395
+ 4,
1396
+ 2
1397
+ ],
1398
+ "bits_prop": [
1399
+ 0.05,
1400
+ 0.95
1401
+ ],
1402
+ "scale_bits": 4
1403
+ },
1404
+ "down_proj": {
1405
+ "group_size": {
1406
+ "4": 128,
1407
+ "2": 128
1408
+ },
1409
+ "bits": [
1410
+ 4,
1411
+ 2
1412
+ ],
1413
+ "bits_prop": [
1414
+ 0.4,
1415
+ 0.6
1416
+ ],
1417
+ "scale_bits": 4
1418
+ }
1419
+ },
1420
+ "model.layers.13": {
1421
+ "accuracy": 0.9323720932006836,
1422
+ "total_bits": 478983200,
1423
+ "q_proj": {
1424
+ "group_size": {
1425
+ "4": 128,
1426
+ "2": 128
1427
+ },
1428
+ "bits": [
1429
+ 4,
1430
+ 2
1431
+ ],
1432
+ "bits_prop": [
1433
+ 0.05,
1434
+ 0.95
1435
+ ],
1436
+ "scale_bits": 4
1437
+ },
1438
+ "k_proj": {
1439
+ "group_size": {
1440
+ "4": 128,
1441
+ "2": 128
1442
+ },
1443
+ "bits": [
1444
+ 4,
1445
+ 2
1446
+ ],
1447
+ "bits_prop": [
1448
+ 0.05,
1449
+ 0.95
1450
+ ],
1451
+ "scale_bits": 4
1452
+ },
1453
+ "v_proj": {
1454
+ "group_size": {
1455
+ "4": 128,
1456
+ "2": 128
1457
+ },
1458
+ "bits": [
1459
+ 4,
1460
+ 2
1461
+ ],
1462
+ "bits_prop": [
1463
+ 0.4,
1464
+ 0.6
1465
+ ],
1466
+ "scale_bits": 4
1467
+ },
1468
+ "o_proj": {
1469
+ "group_size": {
1470
+ "4": 128,
1471
+ "2": 128
1472
+ },
1473
+ "bits": [
1474
+ 4,
1475
+ 2
1476
+ ],
1477
+ "bits_prop": [
1478
+ 0.05,
1479
+ 0.95
1480
+ ],
1481
+ "scale_bits": 4
1482
+ },
1483
+ "up_proj": {
1484
+ "group_size": {
1485
+ "4": 128,
1486
+ "2": 128
1487
+ },
1488
+ "bits": [
1489
+ 4,
1490
+ 2
1491
+ ],
1492
+ "bits_prop": [
1493
+ 0.05,
1494
+ 0.95
1495
+ ],
1496
+ "scale_bits": 4
1497
+ },
1498
+ "gate_proj": {
1499
+ "group_size": {
1500
+ "4": 128,
1501
+ "2": 128
1502
+ },
1503
+ "bits": [
1504
+ 4,
1505
+ 2
1506
+ ],
1507
+ "bits_prop": [
1508
+ 0.05,
1509
+ 0.95
1510
+ ],
1511
+ "scale_bits": 4
1512
+ },
1513
+ "down_proj": {
1514
+ "group_size": {
1515
+ "4": 128,
1516
+ "2": 128
1517
+ },
1518
+ "bits": [
1519
+ 4,
1520
+ 2
1521
+ ],
1522
+ "bits_prop": [
1523
+ 0.4,
1524
+ 0.6
1525
+ ],
1526
+ "scale_bits": 4
1527
+ }
1528
+ },
1529
+ "model.layers.14": {
1530
+ "accuracy": 0.9289882183074951,
1531
+ "total_bits": 478983200,
1532
+ "q_proj": {
1533
+ "group_size": {
1534
+ "4": 128,
1535
+ "2": 128
1536
+ },
1537
+ "bits": [
1538
+ 4,
1539
+ 2
1540
+ ],
1541
+ "bits_prop": [
1542
+ 0.05,
1543
+ 0.95
1544
+ ],
1545
+ "scale_bits": 4
1546
+ },
1547
+ "k_proj": {
1548
+ "group_size": {
1549
+ "4": 128,
1550
+ "2": 128
1551
+ },
1552
+ "bits": [
1553
+ 4,
1554
+ 2
1555
+ ],
1556
+ "bits_prop": [
1557
+ 0.05,
1558
+ 0.95
1559
+ ],
1560
+ "scale_bits": 4
1561
+ },
1562
+ "v_proj": {
1563
+ "group_size": {
1564
+ "4": 128,
1565
+ "2": 128
1566
+ },
1567
+ "bits": [
1568
+ 4,
1569
+ 2
1570
+ ],
1571
+ "bits_prop": [
1572
+ 0.4,
1573
+ 0.6
1574
+ ],
1575
+ "scale_bits": 4
1576
+ },
1577
+ "o_proj": {
1578
+ "group_size": {
1579
+ "4": 128,
1580
+ "2": 128
1581
+ },
1582
+ "bits": [
1583
+ 4,
1584
+ 2
1585
+ ],
1586
+ "bits_prop": [
1587
+ 0.05,
1588
+ 0.95
1589
+ ],
1590
+ "scale_bits": 4
1591
+ },
1592
+ "up_proj": {
1593
+ "group_size": {
1594
+ "4": 128,
1595
+ "2": 128
1596
+ },
1597
+ "bits": [
1598
+ 4,
1599
+ 2
1600
+ ],
1601
+ "bits_prop": [
1602
+ 0.05,
1603
+ 0.95
1604
+ ],
1605
+ "scale_bits": 4
1606
+ },
1607
+ "gate_proj": {
1608
+ "group_size": {
1609
+ "4": 128,
1610
+ "2": 128
1611
+ },
1612
+ "bits": [
1613
+ 4,
1614
+ 2
1615
+ ],
1616
+ "bits_prop": [
1617
+ 0.05,
1618
+ 0.95
1619
+ ],
1620
+ "scale_bits": 4
1621
+ },
1622
+ "down_proj": {
1623
+ "group_size": {
1624
+ "4": 128,
1625
+ "2": 128
1626
+ },
1627
+ "bits": [
1628
+ 4,
1629
+ 2
1630
+ ],
1631
+ "bits_prop": [
1632
+ 0.4,
1633
+ 0.6
1634
+ ],
1635
+ "scale_bits": 4
1636
+ }
1637
+ },
1638
+ "model.layers.15": {
1639
+ "accuracy": 0.9291183948516846,
1640
+ "total_bits": 478983200,
1641
+ "q_proj": {
1642
+ "group_size": {
1643
+ "4": 128,
1644
+ "2": 128
1645
+ },
1646
+ "bits": [
1647
+ 4,
1648
+ 2
1649
+ ],
1650
+ "bits_prop": [
1651
+ 0.05,
1652
+ 0.95
1653
+ ],
1654
+ "scale_bits": 4
1655
+ },
1656
+ "k_proj": {
1657
+ "group_size": {
1658
+ "4": 128,
1659
+ "2": 128
1660
+ },
1661
+ "bits": [
1662
+ 4,
1663
+ 2
1664
+ ],
1665
+ "bits_prop": [
1666
+ 0.05,
1667
+ 0.95
1668
+ ],
1669
+ "scale_bits": 4
1670
+ },
1671
+ "v_proj": {
1672
+ "group_size": {
1673
+ "4": 128,
1674
+ "2": 128
1675
+ },
1676
+ "bits": [
1677
+ 4,
1678
+ 2
1679
+ ],
1680
+ "bits_prop": [
1681
+ 0.4,
1682
+ 0.6
1683
+ ],
1684
+ "scale_bits": 4
1685
+ },
1686
+ "o_proj": {
1687
+ "group_size": {
1688
+ "4": 128,
1689
+ "2": 128
1690
+ },
1691
+ "bits": [
1692
+ 4,
1693
+ 2
1694
+ ],
1695
+ "bits_prop": [
1696
+ 0.05,
1697
+ 0.95
1698
+ ],
1699
+ "scale_bits": 4
1700
+ },
1701
+ "up_proj": {
1702
+ "group_size": {
1703
+ "4": 128,
1704
+ "2": 128
1705
+ },
1706
+ "bits": [
1707
+ 4,
1708
+ 2
1709
+ ],
1710
+ "bits_prop": [
1711
+ 0.05,
1712
+ 0.95
1713
+ ],
1714
+ "scale_bits": 4
1715
+ },
1716
+ "gate_proj": {
1717
+ "group_size": {
1718
+ "4": 128,
1719
+ "2": 128
1720
+ },
1721
+ "bits": [
1722
+ 4,
1723
+ 2
1724
+ ],
1725
+ "bits_prop": [
1726
+ 0.05,
1727
+ 0.95
1728
+ ],
1729
+ "scale_bits": 4
1730
+ },
1731
+ "down_proj": {
1732
+ "group_size": {
1733
+ "4": 128,
1734
+ "2": 128
1735
+ },
1736
+ "bits": [
1737
+ 4,
1738
+ 2
1739
+ ],
1740
+ "bits_prop": [
1741
+ 0.4,
1742
+ 0.6
1743
+ ],
1744
+ "scale_bits": 4
1745
+ }
1746
+ },
1747
+ "model.layers.16": {
1748
+ "accuracy": 0.9419481754302979,
1749
+ "total_bits": 569947168,
1750
+ "q_proj": {
1751
+ "group_size": {
1752
+ "4": 128,
1753
+ "2": 128
1754
+ },
1755
+ "bits": [
1756
+ 4,
1757
+ 2
1758
+ ],
1759
+ "bits_prop": [
1760
+ 0.1,
1761
+ 0.9
1762
+ ],
1763
+ "scale_bits": 4
1764
+ },
1765
+ "k_proj": {
1766
+ "group_size": {
1767
+ "4": 128,
1768
+ "2": 128
1769
+ },
1770
+ "bits": [
1771
+ 4,
1772
+ 2
1773
+ ],
1774
+ "bits_prop": [
1775
+ 0.1,
1776
+ 0.9
1777
+ ],
1778
+ "scale_bits": 4
1779
+ },
1780
+ "v_proj": {
1781
+ "group_size": {
1782
+ "4": 128
1783
+ },
1784
+ "bits": [
1785
+ 4
1786
+ ],
1787
+ "bits_prop": [
1788
+ 1.0
1789
+ ],
1790
+ "scale_bits": 4
1791
+ },
1792
+ "o_proj": {
1793
+ "group_size": {
1794
+ "4": 128,
1795
+ "2": 128
1796
+ },
1797
+ "bits": [
1798
+ 4,
1799
+ 2
1800
+ ],
1801
+ "bits_prop": [
1802
+ 0.1,
1803
+ 0.9
1804
+ ],
1805
+ "scale_bits": 4
1806
+ },
1807
+ "up_proj": {
1808
+ "group_size": {
1809
+ "4": 128,
1810
+ "2": 128
1811
+ },
1812
+ "bits": [
1813
+ 4,
1814
+ 2
1815
+ ],
1816
+ "bits_prop": [
1817
+ 0.1,
1818
+ 0.9
1819
+ ],
1820
+ "scale_bits": 4
1821
+ },
1822
+ "gate_proj": {
1823
+ "group_size": {
1824
+ "4": 128,
1825
+ "2": 128
1826
+ },
1827
+ "bits": [
1828
+ 4,
1829
+ 2
1830
+ ],
1831
+ "bits_prop": [
1832
+ 0.1,
1833
+ 0.9
1834
+ ],
1835
+ "scale_bits": 4
1836
+ },
1837
+ "down_proj": {
1838
+ "group_size": {
1839
+ "4": 128
1840
+ },
1841
+ "bits": [
1842
+ 4
1843
+ ],
1844
+ "bits_prop": [
1845
+ 1.0
1846
+ ],
1847
+ "scale_bits": 4
1848
+ }
1849
+ },
1850
+ "model.layers.17": {
1851
+ "accuracy": 0.9265720844268799,
1852
+ "total_bits": 478983200,
1853
+ "q_proj": {
1854
+ "group_size": {
1855
+ "4": 128,
1856
+ "2": 128
1857
+ },
1858
+ "bits": [
1859
+ 4,
1860
+ 2
1861
+ ],
1862
+ "bits_prop": [
1863
+ 0.05,
1864
+ 0.95
1865
+ ],
1866
+ "scale_bits": 4
1867
+ },
1868
+ "k_proj": {
1869
+ "group_size": {
1870
+ "4": 128,
1871
+ "2": 128
1872
+ },
1873
+ "bits": [
1874
+ 4,
1875
+ 2
1876
+ ],
1877
+ "bits_prop": [
1878
+ 0.05,
1879
+ 0.95
1880
+ ],
1881
+ "scale_bits": 4
1882
+ },
1883
+ "v_proj": {
1884
+ "group_size": {
1885
+ "4": 128,
1886
+ "2": 128
1887
+ },
1888
+ "bits": [
1889
+ 4,
1890
+ 2
1891
+ ],
1892
+ "bits_prop": [
1893
+ 0.4,
1894
+ 0.6
1895
+ ],
1896
+ "scale_bits": 4
1897
+ },
1898
+ "o_proj": {
1899
+ "group_size": {
1900
+ "4": 128,
1901
+ "2": 128
1902
+ },
1903
+ "bits": [
1904
+ 4,
1905
+ 2
1906
+ ],
1907
+ "bits_prop": [
1908
+ 0.05,
1909
+ 0.95
1910
+ ],
1911
+ "scale_bits": 4
1912
+ },
1913
+ "up_proj": {
1914
+ "group_size": {
1915
+ "4": 128,
1916
+ "2": 128
1917
+ },
1918
+ "bits": [
1919
+ 4,
1920
+ 2
1921
+ ],
1922
+ "bits_prop": [
1923
+ 0.05,
1924
+ 0.95
1925
+ ],
1926
+ "scale_bits": 4
1927
+ },
1928
+ "gate_proj": {
1929
+ "group_size": {
1930
+ "4": 128,
1931
+ "2": 128
1932
+ },
1933
+ "bits": [
1934
+ 4,
1935
+ 2
1936
+ ],
1937
+ "bits_prop": [
1938
+ 0.05,
1939
+ 0.95
1940
+ ],
1941
+ "scale_bits": 4
1942
+ },
1943
+ "down_proj": {
1944
+ "group_size": {
1945
+ "4": 128,
1946
+ "2": 128
1947
+ },
1948
+ "bits": [
1949
+ 4,
1950
+ 2
1951
+ ],
1952
+ "bits_prop": [
1953
+ 0.4,
1954
+ 0.6
1955
+ ],
1956
+ "scale_bits": 4
1957
+ }
1958
+ },
1959
+ "model.layers.18": {
1960
+ "accuracy": 0.9266581535339355,
1961
+ "total_bits": 478983200,
1962
+ "q_proj": {
1963
+ "group_size": {
1964
+ "4": 128,
1965
+ "2": 128
1966
+ },
1967
+ "bits": [
1968
+ 4,
1969
+ 2
1970
+ ],
1971
+ "bits_prop": [
1972
+ 0.05,
1973
+ 0.95
1974
+ ],
1975
+ "scale_bits": 4
1976
+ },
1977
+ "k_proj": {
1978
+ "group_size": {
1979
+ "4": 128,
1980
+ "2": 128
1981
+ },
1982
+ "bits": [
1983
+ 4,
1984
+ 2
1985
+ ],
1986
+ "bits_prop": [
1987
+ 0.05,
1988
+ 0.95
1989
+ ],
1990
+ "scale_bits": 4
1991
+ },
1992
+ "v_proj": {
1993
+ "group_size": {
1994
+ "4": 128,
1995
+ "2": 128
1996
+ },
1997
+ "bits": [
1998
+ 4,
1999
+ 2
2000
+ ],
2001
+ "bits_prop": [
2002
+ 0.4,
2003
+ 0.6
2004
+ ],
2005
+ "scale_bits": 4
2006
+ },
2007
+ "o_proj": {
2008
+ "group_size": {
2009
+ "4": 128,
2010
+ "2": 128
2011
+ },
2012
+ "bits": [
2013
+ 4,
2014
+ 2
2015
+ ],
2016
+ "bits_prop": [
2017
+ 0.05,
2018
+ 0.95
2019
+ ],
2020
+ "scale_bits": 4
2021
+ },
2022
+ "up_proj": {
2023
+ "group_size": {
2024
+ "4": 128,
2025
+ "2": 128
2026
+ },
2027
+ "bits": [
2028
+ 4,
2029
+ 2
2030
+ ],
2031
+ "bits_prop": [
2032
+ 0.05,
2033
+ 0.95
2034
+ ],
2035
+ "scale_bits": 4
2036
+ },
2037
+ "gate_proj": {
2038
+ "group_size": {
2039
+ "4": 128,
2040
+ "2": 128
2041
+ },
2042
+ "bits": [
2043
+ 4,
2044
+ 2
2045
+ ],
2046
+ "bits_prop": [
2047
+ 0.05,
2048
+ 0.95
2049
+ ],
2050
+ "scale_bits": 4
2051
+ },
2052
+ "down_proj": {
2053
+ "group_size": {
2054
+ "4": 128,
2055
+ "2": 128
2056
+ },
2057
+ "bits": [
2058
+ 4,
2059
+ 2
2060
+ ],
2061
+ "bits_prop": [
2062
+ 0.4,
2063
+ 0.6
2064
+ ],
2065
+ "scale_bits": 4
2066
+ }
2067
+ },
2068
+ "model.layers.19": {
2069
+ "accuracy": 0.9268605709075928,
2070
+ "total_bits": 478983200,
2071
+ "q_proj": {
2072
+ "group_size": {
2073
+ "4": 128,
2074
+ "2": 128
2075
+ },
2076
+ "bits": [
2077
+ 4,
2078
+ 2
2079
+ ],
2080
+ "bits_prop": [
2081
+ 0.05,
2082
+ 0.95
2083
+ ],
2084
+ "scale_bits": 4
2085
+ },
2086
+ "k_proj": {
2087
+ "group_size": {
2088
+ "4": 128,
2089
+ "2": 128
2090
+ },
2091
+ "bits": [
2092
+ 4,
2093
+ 2
2094
+ ],
2095
+ "bits_prop": [
2096
+ 0.05,
2097
+ 0.95
2098
+ ],
2099
+ "scale_bits": 4
2100
+ },
2101
+ "v_proj": {
2102
+ "group_size": {
2103
+ "4": 128,
2104
+ "2": 128
2105
+ },
2106
+ "bits": [
2107
+ 4,
2108
+ 2
2109
+ ],
2110
+ "bits_prop": [
2111
+ 0.4,
2112
+ 0.6
2113
+ ],
2114
+ "scale_bits": 4
2115
+ },
2116
+ "o_proj": {
2117
+ "group_size": {
2118
+ "4": 128,
2119
+ "2": 128
2120
+ },
2121
+ "bits": [
2122
+ 4,
2123
+ 2
2124
+ ],
2125
+ "bits_prop": [
2126
+ 0.05,
2127
+ 0.95
2128
+ ],
2129
+ "scale_bits": 4
2130
+ },
2131
+ "up_proj": {
2132
+ "group_size": {
2133
+ "4": 128,
2134
+ "2": 128
2135
+ },
2136
+ "bits": [
2137
+ 4,
2138
+ 2
2139
+ ],
2140
+ "bits_prop": [
2141
+ 0.05,
2142
+ 0.95
2143
+ ],
2144
+ "scale_bits": 4
2145
+ },
2146
+ "gate_proj": {
2147
+ "group_size": {
2148
+ "4": 128,
2149
+ "2": 128
2150
+ },
2151
+ "bits": [
2152
+ 4,
2153
+ 2
2154
+ ],
2155
+ "bits_prop": [
2156
+ 0.05,
2157
+ 0.95
2158
+ ],
2159
+ "scale_bits": 4
2160
+ },
2161
+ "down_proj": {
2162
+ "group_size": {
2163
+ "4": 128,
2164
+ "2": 128
2165
+ },
2166
+ "bits": [
2167
+ 4,
2168
+ 2
2169
+ ],
2170
+ "bits_prop": [
2171
+ 0.4,
2172
+ 0.6
2173
+ ],
2174
+ "scale_bits": 4
2175
+ }
2176
+ },
2177
+ "model.layers.20": {
2178
+ "accuracy": 0.9419999122619629,
2179
+ "total_bits": 569947168,
2180
+ "q_proj": {
2181
+ "group_size": {
2182
+ "4": 128,
2183
+ "2": 128
2184
+ },
2185
+ "bits": [
2186
+ 4,
2187
+ 2
2188
+ ],
2189
+ "bits_prop": [
2190
+ 0.1,
2191
+ 0.9
2192
+ ],
2193
+ "scale_bits": 4
2194
+ },
2195
+ "k_proj": {
2196
+ "group_size": {
2197
+ "4": 128,
2198
+ "2": 128
2199
+ },
2200
+ "bits": [
2201
+ 4,
2202
+ 2
2203
+ ],
2204
+ "bits_prop": [
2205
+ 0.1,
2206
+ 0.9
2207
+ ],
2208
+ "scale_bits": 4
2209
+ },
2210
+ "v_proj": {
2211
+ "group_size": {
2212
+ "4": 128
2213
+ },
2214
+ "bits": [
2215
+ 4
2216
+ ],
2217
+ "bits_prop": [
2218
+ 1.0
2219
+ ],
2220
+ "scale_bits": 4
2221
+ },
2222
+ "o_proj": {
2223
+ "group_size": {
2224
+ "4": 128,
2225
+ "2": 128
2226
+ },
2227
+ "bits": [
2228
+ 4,
2229
+ 2
2230
+ ],
2231
+ "bits_prop": [
2232
+ 0.1,
2233
+ 0.9
2234
+ ],
2235
+ "scale_bits": 4
2236
+ },
2237
+ "up_proj": {
2238
+ "group_size": {
2239
+ "4": 128,
2240
+ "2": 128
2241
+ },
2242
+ "bits": [
2243
+ 4,
2244
+ 2
2245
+ ],
2246
+ "bits_prop": [
2247
+ 0.1,
2248
+ 0.9
2249
+ ],
2250
+ "scale_bits": 4
2251
+ },
2252
+ "gate_proj": {
2253
+ "group_size": {
2254
+ "4": 128,
2255
+ "2": 128
2256
+ },
2257
+ "bits": [
2258
+ 4,
2259
+ 2
2260
+ ],
2261
+ "bits_prop": [
2262
+ 0.1,
2263
+ 0.9
2264
+ ],
2265
+ "scale_bits": 4
2266
+ },
2267
+ "down_proj": {
2268
+ "group_size": {
2269
+ "4": 128
2270
+ },
2271
+ "bits": [
2272
+ 4
2273
+ ],
2274
+ "bits_prop": [
2275
+ 1.0
2276
+ ],
2277
+ "scale_bits": 4
2278
+ }
2279
+ },
2280
+ "model.layers.21": {
2281
+ "accuracy": 0.928084135055542,
2282
+ "total_bits": 478983200,
2283
+ "q_proj": {
2284
+ "group_size": {
2285
+ "4": 128,
2286
+ "2": 128
2287
+ },
2288
+ "bits": [
2289
+ 4,
2290
+ 2
2291
+ ],
2292
+ "bits_prop": [
2293
+ 0.05,
2294
+ 0.95
2295
+ ],
2296
+ "scale_bits": 4
2297
+ },
2298
+ "k_proj": {
2299
+ "group_size": {
2300
+ "4": 128,
2301
+ "2": 128
2302
+ },
2303
+ "bits": [
2304
+ 4,
2305
+ 2
2306
+ ],
2307
+ "bits_prop": [
2308
+ 0.05,
2309
+ 0.95
2310
+ ],
2311
+ "scale_bits": 4
2312
+ },
2313
+ "v_proj": {
2314
+ "group_size": {
2315
+ "4": 128,
2316
+ "2": 128
2317
+ },
2318
+ "bits": [
2319
+ 4,
2320
+ 2
2321
+ ],
2322
+ "bits_prop": [
2323
+ 0.4,
2324
+ 0.6
2325
+ ],
2326
+ "scale_bits": 4
2327
+ },
2328
+ "o_proj": {
2329
+ "group_size": {
2330
+ "4": 128,
2331
+ "2": 128
2332
+ },
2333
+ "bits": [
2334
+ 4,
2335
+ 2
2336
+ ],
2337
+ "bits_prop": [
2338
+ 0.05,
2339
+ 0.95
2340
+ ],
2341
+ "scale_bits": 4
2342
+ },
2343
+ "up_proj": {
2344
+ "group_size": {
2345
+ "4": 128,
2346
+ "2": 128
2347
+ },
2348
+ "bits": [
2349
+ 4,
2350
+ 2
2351
+ ],
2352
+ "bits_prop": [
2353
+ 0.05,
2354
+ 0.95
2355
+ ],
2356
+ "scale_bits": 4
2357
+ },
2358
+ "gate_proj": {
2359
+ "group_size": {
2360
+ "4": 128,
2361
+ "2": 128
2362
+ },
2363
+ "bits": [
2364
+ 4,
2365
+ 2
2366
+ ],
2367
+ "bits_prop": [
2368
+ 0.05,
2369
+ 0.95
2370
+ ],
2371
+ "scale_bits": 4
2372
+ },
2373
+ "down_proj": {
2374
+ "group_size": {
2375
+ "4": 128,
2376
+ "2": 128
2377
+ },
2378
+ "bits": [
2379
+ 4,
2380
+ 2
2381
+ ],
2382
+ "bits_prop": [
2383
+ 0.4,
2384
+ 0.6
2385
+ ],
2386
+ "scale_bits": 4
2387
+ }
2388
+ },
2389
+ "model.layers.22": {
2390
+ "accuracy": 0.941460132598877,
2391
+ "total_bits": 569947168,
2392
+ "q_proj": {
2393
+ "group_size": {
2394
+ "4": 128,
2395
+ "2": 128
2396
+ },
2397
+ "bits": [
2398
+ 4,
2399
+ 2
2400
+ ],
2401
+ "bits_prop": [
2402
+ 0.1,
2403
+ 0.9
2404
+ ],
2405
+ "scale_bits": 4
2406
+ },
2407
+ "k_proj": {
2408
+ "group_size": {
2409
+ "4": 128,
2410
+ "2": 128
2411
+ },
2412
+ "bits": [
2413
+ 4,
2414
+ 2
2415
+ ],
2416
+ "bits_prop": [
2417
+ 0.1,
2418
+ 0.9
2419
+ ],
2420
+ "scale_bits": 4
2421
+ },
2422
+ "v_proj": {
2423
+ "group_size": {
2424
+ "4": 128
2425
+ },
2426
+ "bits": [
2427
+ 4
2428
+ ],
2429
+ "bits_prop": [
2430
+ 1.0
2431
+ ],
2432
+ "scale_bits": 4
2433
+ },
2434
+ "o_proj": {
2435
+ "group_size": {
2436
+ "4": 128,
2437
+ "2": 128
2438
+ },
2439
+ "bits": [
2440
+ 4,
2441
+ 2
2442
+ ],
2443
+ "bits_prop": [
2444
+ 0.1,
2445
+ 0.9
2446
+ ],
2447
+ "scale_bits": 4
2448
+ },
2449
+ "up_proj": {
2450
+ "group_size": {
2451
+ "4": 128,
2452
+ "2": 128
2453
+ },
2454
+ "bits": [
2455
+ 4,
2456
+ 2
2457
+ ],
2458
+ "bits_prop": [
2459
+ 0.1,
2460
+ 0.9
2461
+ ],
2462
+ "scale_bits": 4
2463
+ },
2464
+ "gate_proj": {
2465
+ "group_size": {
2466
+ "4": 128,
2467
+ "2": 128
2468
+ },
2469
+ "bits": [
2470
+ 4,
2471
+ 2
2472
+ ],
2473
+ "bits_prop": [
2474
+ 0.1,
2475
+ 0.9
2476
+ ],
2477
+ "scale_bits": 4
2478
+ },
2479
+ "down_proj": {
2480
+ "group_size": {
2481
+ "4": 128
2482
+ },
2483
+ "bits": [
2484
+ 4
2485
+ ],
2486
+ "bits_prop": [
2487
+ 1.0
2488
+ ],
2489
+ "scale_bits": 4
2490
+ }
2491
+ },
2492
+ "model.layers.23": {
2493
+ "accuracy": 0.9415285587310791,
2494
+ "total_bits": 569947168,
2495
+ "q_proj": {
2496
+ "group_size": {
2497
+ "4": 128,
2498
+ "2": 128
2499
+ },
2500
+ "bits": [
2501
+ 4,
2502
+ 2
2503
+ ],
2504
+ "bits_prop": [
2505
+ 0.1,
2506
+ 0.9
2507
+ ],
2508
+ "scale_bits": 4
2509
+ },
2510
+ "k_proj": {
2511
+ "group_size": {
2512
+ "4": 128,
2513
+ "2": 128
2514
+ },
2515
+ "bits": [
2516
+ 4,
2517
+ 2
2518
+ ],
2519
+ "bits_prop": [
2520
+ 0.1,
2521
+ 0.9
2522
+ ],
2523
+ "scale_bits": 4
2524
+ },
2525
+ "v_proj": {
2526
+ "group_size": {
2527
+ "4": 128
2528
+ },
2529
+ "bits": [
2530
+ 4
2531
+ ],
2532
+ "bits_prop": [
2533
+ 1.0
2534
+ ],
2535
+ "scale_bits": 4
2536
+ },
2537
+ "o_proj": {
2538
+ "group_size": {
2539
+ "4": 128,
2540
+ "2": 128
2541
+ },
2542
+ "bits": [
2543
+ 4,
2544
+ 2
2545
+ ],
2546
+ "bits_prop": [
2547
+ 0.1,
2548
+ 0.9
2549
+ ],
2550
+ "scale_bits": 4
2551
+ },
2552
+ "up_proj": {
2553
+ "group_size": {
2554
+ "4": 128,
2555
+ "2": 128
2556
+ },
2557
+ "bits": [
2558
+ 4,
2559
+ 2
2560
+ ],
2561
+ "bits_prop": [
2562
+ 0.1,
2563
+ 0.9
2564
+ ],
2565
+ "scale_bits": 4
2566
+ },
2567
+ "gate_proj": {
2568
+ "group_size": {
2569
+ "4": 128,
2570
+ "2": 128
2571
+ },
2572
+ "bits": [
2573
+ 4,
2574
+ 2
2575
+ ],
2576
+ "bits_prop": [
2577
+ 0.1,
2578
+ 0.9
2579
+ ],
2580
+ "scale_bits": 4
2581
+ },
2582
+ "down_proj": {
2583
+ "group_size": {
2584
+ "4": 128
2585
+ },
2586
+ "bits": [
2587
+ 4
2588
+ ],
2589
+ "bits_prop": [
2590
+ 1.0
2591
+ ],
2592
+ "scale_bits": 4
2593
+ }
2594
+ },
2595
+ "model.layers.24": {
2596
+ "accuracy": 0.9416172504425049,
2597
+ "total_bits": 569947168,
2598
+ "q_proj": {
2599
+ "group_size": {
2600
+ "4": 128,
2601
+ "2": 128
2602
+ },
2603
+ "bits": [
2604
+ 4,
2605
+ 2
2606
+ ],
2607
+ "bits_prop": [
2608
+ 0.1,
2609
+ 0.9
2610
+ ],
2611
+ "scale_bits": 4
2612
+ },
2613
+ "k_proj": {
2614
+ "group_size": {
2615
+ "4": 128,
2616
+ "2": 128
2617
+ },
2618
+ "bits": [
2619
+ 4,
2620
+ 2
2621
+ ],
2622
+ "bits_prop": [
2623
+ 0.1,
2624
+ 0.9
2625
+ ],
2626
+ "scale_bits": 4
2627
+ },
2628
+ "v_proj": {
2629
+ "group_size": {
2630
+ "4": 128
2631
+ },
2632
+ "bits": [
2633
+ 4
2634
+ ],
2635
+ "bits_prop": [
2636
+ 1.0
2637
+ ],
2638
+ "scale_bits": 4
2639
+ },
2640
+ "o_proj": {
2641
+ "group_size": {
2642
+ "4": 128,
2643
+ "2": 128
2644
+ },
2645
+ "bits": [
2646
+ 4,
2647
+ 2
2648
+ ],
2649
+ "bits_prop": [
2650
+ 0.1,
2651
+ 0.9
2652
+ ],
2653
+ "scale_bits": 4
2654
+ },
2655
+ "up_proj": {
2656
+ "group_size": {
2657
+ "4": 128,
2658
+ "2": 128
2659
+ },
2660
+ "bits": [
2661
+ 4,
2662
+ 2
2663
+ ],
2664
+ "bits_prop": [
2665
+ 0.1,
2666
+ 0.9
2667
+ ],
2668
+ "scale_bits": 4
2669
+ },
2670
+ "gate_proj": {
2671
+ "group_size": {
2672
+ "4": 128,
2673
+ "2": 128
2674
+ },
2675
+ "bits": [
2676
+ 4,
2677
+ 2
2678
+ ],
2679
+ "bits_prop": [
2680
+ 0.1,
2681
+ 0.9
2682
+ ],
2683
+ "scale_bits": 4
2684
+ },
2685
+ "down_proj": {
2686
+ "group_size": {
2687
+ "4": 128
2688
+ },
2689
+ "bits": [
2690
+ 4
2691
+ ],
2692
+ "bits_prop": [
2693
+ 1.0
2694
+ ],
2695
+ "scale_bits": 4
2696
+ }
2697
+ },
2698
+ "model.layers.25": {
2699
+ "accuracy": 0.9402132034301758,
2700
+ "total_bits": 569947168,
2701
+ "q_proj": {
2702
+ "group_size": {
2703
+ "4": 128,
2704
+ "2": 128
2705
+ },
2706
+ "bits": [
2707
+ 4,
2708
+ 2
2709
+ ],
2710
+ "bits_prop": [
2711
+ 0.1,
2712
+ 0.9
2713
+ ],
2714
+ "scale_bits": 4
2715
+ },
2716
+ "k_proj": {
2717
+ "group_size": {
2718
+ "4": 128,
2719
+ "2": 128
2720
+ },
2721
+ "bits": [
2722
+ 4,
2723
+ 2
2724
+ ],
2725
+ "bits_prop": [
2726
+ 0.1,
2727
+ 0.9
2728
+ ],
2729
+ "scale_bits": 4
2730
+ },
2731
+ "v_proj": {
2732
+ "group_size": {
2733
+ "4": 128
2734
+ },
2735
+ "bits": [
2736
+ 4
2737
+ ],
2738
+ "bits_prop": [
2739
+ 1.0
2740
+ ],
2741
+ "scale_bits": 4
2742
+ },
2743
+ "o_proj": {
2744
+ "group_size": {
2745
+ "4": 128,
2746
+ "2": 128
2747
+ },
2748
+ "bits": [
2749
+ 4,
2750
+ 2
2751
+ ],
2752
+ "bits_prop": [
2753
+ 0.1,
2754
+ 0.9
2755
+ ],
2756
+ "scale_bits": 4
2757
+ },
2758
+ "up_proj": {
2759
+ "group_size": {
2760
+ "4": 128,
2761
+ "2": 128
2762
+ },
2763
+ "bits": [
2764
+ 4,
2765
+ 2
2766
+ ],
2767
+ "bits_prop": [
2768
+ 0.1,
2769
+ 0.9
2770
+ ],
2771
+ "scale_bits": 4
2772
+ },
2773
+ "gate_proj": {
2774
+ "group_size": {
2775
+ "4": 128,
2776
+ "2": 128
2777
+ },
2778
+ "bits": [
2779
+ 4,
2780
+ 2
2781
+ ],
2782
+ "bits_prop": [
2783
+ 0.1,
2784
+ 0.9
2785
+ ],
2786
+ "scale_bits": 4
2787
+ },
2788
+ "down_proj": {
2789
+ "group_size": {
2790
+ "4": 128
2791
+ },
2792
+ "bits": [
2793
+ 4
2794
+ ],
2795
+ "bits_prop": [
2796
+ 1.0
2797
+ ],
2798
+ "scale_bits": 4
2799
+ }
2800
+ },
2801
+ "model.layers.26": {
2802
+ "accuracy": 0.939831018447876,
2803
+ "total_bits": 569947168,
2804
+ "q_proj": {
2805
+ "group_size": {
2806
+ "4": 128,
2807
+ "2": 128
2808
+ },
2809
+ "bits": [
2810
+ 4,
2811
+ 2
2812
+ ],
2813
+ "bits_prop": [
2814
+ 0.1,
2815
+ 0.9
2816
+ ],
2817
+ "scale_bits": 4
2818
+ },
2819
+ "k_proj": {
2820
+ "group_size": {
2821
+ "4": 128,
2822
+ "2": 128
2823
+ },
2824
+ "bits": [
2825
+ 4,
2826
+ 2
2827
+ ],
2828
+ "bits_prop": [
2829
+ 0.1,
2830
+ 0.9
2831
+ ],
2832
+ "scale_bits": 4
2833
+ },
2834
+ "v_proj": {
2835
+ "group_size": {
2836
+ "4": 128
2837
+ },
2838
+ "bits": [
2839
+ 4
2840
+ ],
2841
+ "bits_prop": [
2842
+ 1.0
2843
+ ],
2844
+ "scale_bits": 4
2845
+ },
2846
+ "o_proj": {
2847
+ "group_size": {
2848
+ "4": 128,
2849
+ "2": 128
2850
+ },
2851
+ "bits": [
2852
+ 4,
2853
+ 2
2854
+ ],
2855
+ "bits_prop": [
2856
+ 0.1,
2857
+ 0.9
2858
+ ],
2859
+ "scale_bits": 4
2860
+ },
2861
+ "up_proj": {
2862
+ "group_size": {
2863
+ "4": 128,
2864
+ "2": 128
2865
+ },
2866
+ "bits": [
2867
+ 4,
2868
+ 2
2869
+ ],
2870
+ "bits_prop": [
2871
+ 0.1,
2872
+ 0.9
2873
+ ],
2874
+ "scale_bits": 4
2875
+ },
2876
+ "gate_proj": {
2877
+ "group_size": {
2878
+ "4": 128,
2879
+ "2": 128
2880
+ },
2881
+ "bits": [
2882
+ 4,
2883
+ 2
2884
+ ],
2885
+ "bits_prop": [
2886
+ 0.1,
2887
+ 0.9
2888
+ ],
2889
+ "scale_bits": 4
2890
+ },
2891
+ "down_proj": {
2892
+ "group_size": {
2893
+ "4": 128
2894
+ },
2895
+ "bits": [
2896
+ 4
2897
+ ],
2898
+ "bits_prop": [
2899
+ 1.0
2900
+ ],
2901
+ "scale_bits": 4
2902
+ }
2903
+ },
2904
+ "model.layers.27": {
2905
+ "accuracy": 0.9388439655303955,
2906
+ "total_bits": 569947168,
2907
+ "q_proj": {
2908
+ "group_size": {
2909
+ "4": 128,
2910
+ "2": 128
2911
+ },
2912
+ "bits": [
2913
+ 4,
2914
+ 2
2915
+ ],
2916
+ "bits_prop": [
2917
+ 0.1,
2918
+ 0.9
2919
+ ],
2920
+ "scale_bits": 4
2921
+ },
2922
+ "k_proj": {
2923
+ "group_size": {
2924
+ "4": 128,
2925
+ "2": 128
2926
+ },
2927
+ "bits": [
2928
+ 4,
2929
+ 2
2930
+ ],
2931
+ "bits_prop": [
2932
+ 0.1,
2933
+ 0.9
2934
+ ],
2935
+ "scale_bits": 4
2936
+ },
2937
+ "v_proj": {
2938
+ "group_size": {
2939
+ "4": 128
2940
+ },
2941
+ "bits": [
2942
+ 4
2943
+ ],
2944
+ "bits_prop": [
2945
+ 1.0
2946
+ ],
2947
+ "scale_bits": 4
2948
+ },
2949
+ "o_proj": {
2950
+ "group_size": {
2951
+ "4": 128,
2952
+ "2": 128
2953
+ },
2954
+ "bits": [
2955
+ 4,
2956
+ 2
2957
+ ],
2958
+ "bits_prop": [
2959
+ 0.1,
2960
+ 0.9
2961
+ ],
2962
+ "scale_bits": 4
2963
+ },
2964
+ "up_proj": {
2965
+ "group_size": {
2966
+ "4": 128,
2967
+ "2": 128
2968
+ },
2969
+ "bits": [
2970
+ 4,
2971
+ 2
2972
+ ],
2973
+ "bits_prop": [
2974
+ 0.1,
2975
+ 0.9
2976
+ ],
2977
+ "scale_bits": 4
2978
+ },
2979
+ "gate_proj": {
2980
+ "group_size": {
2981
+ "4": 128,
2982
+ "2": 128
2983
+ },
2984
+ "bits": [
2985
+ 4,
2986
+ 2
2987
+ ],
2988
+ "bits_prop": [
2989
+ 0.1,
2990
+ 0.9
2991
+ ],
2992
+ "scale_bits": 4
2993
+ },
2994
+ "down_proj": {
2995
+ "group_size": {
2996
+ "4": 128
2997
+ },
2998
+ "bits": [
2999
+ 4
3000
+ ],
3001
+ "bits_prop": [
3002
+ 1.0
3003
+ ],
3004
+ "scale_bits": 4
3005
+ }
3006
+ },
3007
+ "model.layers.28": {
3008
+ "accuracy": 0.9380154609680176,
3009
+ "total_bits": 578335776,
3010
+ "q_proj": {
3011
+ "group_size": {
3012
+ "4": 128,
3013
+ "2": 128
3014
+ },
3015
+ "bits": [
3016
+ 4,
3017
+ 2
3018
+ ],
3019
+ "bits_prop": [
3020
+ 0.35,
3021
+ 0.65
3022
+ ],
3023
+ "scale_bits": 4
3024
+ },
3025
+ "k_proj": {
3026
+ "group_size": {
3027
+ "4": 128,
3028
+ "2": 128
3029
+ },
3030
+ "bits": [
3031
+ 4,
3032
+ 2
3033
+ ],
3034
+ "bits_prop": [
3035
+ 0.35,
3036
+ 0.65
3037
+ ],
3038
+ "scale_bits": 4
3039
+ },
3040
+ "v_proj": {
3041
+ "group_size": {
3042
+ "4": 128,
3043
+ "2": 128
3044
+ },
3045
+ "bits": [
3046
+ 4,
3047
+ 2
3048
+ ],
3049
+ "bits_prop": [
3050
+ 0.5,
3051
+ 0.5
3052
+ ],
3053
+ "scale_bits": 4
3054
+ },
3055
+ "o_proj": {
3056
+ "group_size": {
3057
+ "4": 128,
3058
+ "2": 128
3059
+ },
3060
+ "bits": [
3061
+ 4,
3062
+ 2
3063
+ ],
3064
+ "bits_prop": [
3065
+ 0.35,
3066
+ 0.65
3067
+ ],
3068
+ "scale_bits": 4
3069
+ },
3070
+ "up_proj": {
3071
+ "group_size": {
3072
+ "4": 128,
3073
+ "2": 128
3074
+ },
3075
+ "bits": [
3076
+ 4,
3077
+ 2
3078
+ ],
3079
+ "bits_prop": [
3080
+ 0.35,
3081
+ 0.65
3082
+ ],
3083
+ "scale_bits": 4
3084
+ },
3085
+ "gate_proj": {
3086
+ "group_size": {
3087
+ "4": 128,
3088
+ "2": 128
3089
+ },
3090
+ "bits": [
3091
+ 4,
3092
+ 2
3093
+ ],
3094
+ "bits_prop": [
3095
+ 0.35,
3096
+ 0.65
3097
+ ],
3098
+ "scale_bits": 4
3099
+ },
3100
+ "down_proj": {
3101
+ "group_size": {
3102
+ "4": 128,
3103
+ "2": 128
3104
+ },
3105
+ "bits": [
3106
+ 4,
3107
+ 2
3108
+ ],
3109
+ "bits_prop": [
3110
+ 0.5,
3111
+ 0.5
3112
+ ],
3113
+ "scale_bits": 4
3114
+ }
3115
+ },
3116
+ "model.layers.29": {
3117
+ "accuracy": 0.9371981620788574,
3118
+ "total_bits": 578335776,
3119
+ "q_proj": {
3120
+ "group_size": {
3121
+ "4": 128,
3122
+ "2": 128
3123
+ },
3124
+ "bits": [
3125
+ 4,
3126
+ 2
3127
+ ],
3128
+ "bits_prop": [
3129
+ 0.35,
3130
+ 0.65
3131
+ ],
3132
+ "scale_bits": 4
3133
+ },
3134
+ "k_proj": {
3135
+ "group_size": {
3136
+ "4": 128,
3137
+ "2": 128
3138
+ },
3139
+ "bits": [
3140
+ 4,
3141
+ 2
3142
+ ],
3143
+ "bits_prop": [
3144
+ 0.35,
3145
+ 0.65
3146
+ ],
3147
+ "scale_bits": 4
3148
+ },
3149
+ "v_proj": {
3150
+ "group_size": {
3151
+ "4": 128,
3152
+ "2": 128
3153
+ },
3154
+ "bits": [
3155
+ 4,
3156
+ 2
3157
+ ],
3158
+ "bits_prop": [
3159
+ 0.5,
3160
+ 0.5
3161
+ ],
3162
+ "scale_bits": 4
3163
+ },
3164
+ "o_proj": {
3165
+ "group_size": {
3166
+ "4": 128,
3167
+ "2": 128
3168
+ },
3169
+ "bits": [
3170
+ 4,
3171
+ 2
3172
+ ],
3173
+ "bits_prop": [
3174
+ 0.35,
3175
+ 0.65
3176
+ ],
3177
+ "scale_bits": 4
3178
+ },
3179
+ "up_proj": {
3180
+ "group_size": {
3181
+ "4": 128,
3182
+ "2": 128
3183
+ },
3184
+ "bits": [
3185
+ 4,
3186
+ 2
3187
+ ],
3188
+ "bits_prop": [
3189
+ 0.35,
3190
+ 0.65
3191
+ ],
3192
+ "scale_bits": 4
3193
+ },
3194
+ "gate_proj": {
3195
+ "group_size": {
3196
+ "4": 128,
3197
+ "2": 128
3198
+ },
3199
+ "bits": [
3200
+ 4,
3201
+ 2
3202
+ ],
3203
+ "bits_prop": [
3204
+ 0.35,
3205
+ 0.65
3206
+ ],
3207
+ "scale_bits": 4
3208
+ },
3209
+ "down_proj": {
3210
+ "group_size": {
3211
+ "4": 128,
3212
+ "2": 128
3213
+ },
3214
+ "bits": [
3215
+ 4,
3216
+ 2
3217
+ ],
3218
+ "bits_prop": [
3219
+ 0.5,
3220
+ 0.5
3221
+ ],
3222
+ "scale_bits": 4
3223
+ }
3224
+ },
3225
+ "model.layers.30": {
3226
+ "accuracy": 0.93943190574646,
3227
+ "total_bits": 675329056,
3228
+ "q_proj": {
3229
+ "group_size": {
3230
+ "4": 128,
3231
+ "2": 128
3232
+ },
3233
+ "bits": [
3234
+ 4,
3235
+ 2
3236
+ ],
3237
+ "bits_prop": [
3238
+ 0.5,
3239
+ 0.5
3240
+ ],
3241
+ "scale_bits": 4
3242
+ },
3243
+ "k_proj": {
3244
+ "group_size": {
3245
+ "4": 128,
3246
+ "2": 128
3247
+ },
3248
+ "bits": [
3249
+ 4,
3250
+ 2
3251
+ ],
3252
+ "bits_prop": [
3253
+ 0.5,
3254
+ 0.5
3255
+ ],
3256
+ "scale_bits": 4
3257
+ },
3258
+ "v_proj": {
3259
+ "group_size": {
3260
+ "4": 128
3261
+ },
3262
+ "bits": [
3263
+ 4
3264
+ ],
3265
+ "bits_prop": [
3266
+ 1.0
3267
+ ],
3268
+ "scale_bits": 4
3269
+ },
3270
+ "o_proj": {
3271
+ "group_size": {
3272
+ "4": 128,
3273
+ "2": 128
3274
+ },
3275
+ "bits": [
3276
+ 4,
3277
+ 2
3278
+ ],
3279
+ "bits_prop": [
3280
+ 0.5,
3281
+ 0.5
3282
+ ],
3283
+ "scale_bits": 4
3284
+ },
3285
+ "up_proj": {
3286
+ "group_size": {
3287
+ "4": 128,
3288
+ "2": 128
3289
+ },
3290
+ "bits": [
3291
+ 4,
3292
+ 2
3293
+ ],
3294
+ "bits_prop": [
3295
+ 0.5,
3296
+ 0.5
3297
+ ],
3298
+ "scale_bits": 4
3299
+ },
3300
+ "gate_proj": {
3301
+ "group_size": {
3302
+ "4": 128,
3303
+ "2": 128
3304
+ },
3305
+ "bits": [
3306
+ 4,
3307
+ 2
3308
+ ],
3309
+ "bits_prop": [
3310
+ 0.5,
3311
+ 0.5
3312
+ ],
3313
+ "scale_bits": 4
3314
+ },
3315
+ "down_proj": {
3316
+ "group_size": {
3317
+ "4": 128
3318
+ },
3319
+ "bits": [
3320
+ 4
3321
+ ],
3322
+ "bits_prop": [
3323
+ 1.0
3324
+ ],
3325
+ "scale_bits": 4
3326
+ }
3327
+ },
3328
+ "model.layers.31": {
3329
+ "accuracy": 0.9260892868041992,
3330
+ "total_bits": 578335776,
3331
+ "q_proj": {
3332
+ "group_size": {
3333
+ "4": 128,
3334
+ "2": 128
3335
+ },
3336
+ "bits": [
3337
+ 4,
3338
+ 2
3339
+ ],
3340
+ "bits_prop": [
3341
+ 0.35,
3342
+ 0.65
3343
+ ],
3344
+ "scale_bits": 4
3345
+ },
3346
+ "k_proj": {
3347
+ "group_size": {
3348
+ "4": 128,
3349
+ "2": 128
3350
+ },
3351
+ "bits": [
3352
+ 4,
3353
+ 2
3354
+ ],
3355
+ "bits_prop": [
3356
+ 0.35,
3357
+ 0.65
3358
+ ],
3359
+ "scale_bits": 4
3360
+ },
3361
+ "v_proj": {
3362
+ "group_size": {
3363
+ "4": 128,
3364
+ "2": 128
3365
+ },
3366
+ "bits": [
3367
+ 4,
3368
+ 2
3369
+ ],
3370
+ "bits_prop": [
3371
+ 0.5,
3372
+ 0.5
3373
+ ],
3374
+ "scale_bits": 4
3375
+ },
3376
+ "o_proj": {
3377
+ "group_size": {
3378
+ "4": 128,
3379
+ "2": 128
3380
+ },
3381
+ "bits": [
3382
+ 4,
3383
+ 2
3384
+ ],
3385
+ "bits_prop": [
3386
+ 0.35,
3387
+ 0.65
3388
+ ],
3389
+ "scale_bits": 4
3390
+ },
3391
+ "up_proj": {
3392
+ "group_size": {
3393
+ "4": 128,
3394
+ "2": 128
3395
+ },
3396
+ "bits": [
3397
+ 4,
3398
+ 2
3399
+ ],
3400
+ "bits_prop": [
3401
+ 0.35,
3402
+ 0.65
3403
+ ],
3404
+ "scale_bits": 4
3405
+ },
3406
+ "gate_proj": {
3407
+ "group_size": {
3408
+ "4": 128,
3409
+ "2": 128
3410
+ },
3411
+ "bits": [
3412
+ 4,
3413
+ 2
3414
+ ],
3415
+ "bits_prop": [
3416
+ 0.35,
3417
+ 0.65
3418
+ ],
3419
+ "scale_bits": 4
3420
+ },
3421
+ "down_proj": {
3422
+ "group_size": {
3423
+ "4": 128,
3424
+ "2": 128
3425
+ },
3426
+ "bits": [
3427
+ 4,
3428
+ 2
3429
+ ],
3430
+ "bits_prop": [
3431
+ 0.5,
3432
+ 0.5
3433
+ ],
3434
+ "scale_bits": 4
3435
+ }
3436
+ }
3437
+ }
3438
+ }
special_tokens_map.json ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": true,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": true,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "unk_token": {
17
+ "content": "<unk>",
18
+ "lstrip": false,
19
+ "normalized": true,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ }
23
+ }
tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
tokenizer_config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": true,
3
+ "add_eos_token": false,
4
+ "add_prefix_space": true,
5
+ "added_tokens_decoder": {
6
+ "0": {
7
+ "content": "<unk>",
8
+ "lstrip": false,
9
+ "normalized": true,
10
+ "rstrip": false,
11
+ "single_word": false,
12
+ "special": true
13
+ },
14
+ "1": {
15
+ "content": "<s>",
16
+ "lstrip": false,
17
+ "normalized": true,
18
+ "rstrip": false,
19
+ "single_word": false,
20
+ "special": true
21
+ },
22
+ "2": {
23
+ "content": "</s>",
24
+ "lstrip": false,
25
+ "normalized": true,
26
+ "rstrip": false,
27
+ "single_word": false,
28
+ "special": true
29
+ }
30
+ },
31
+ "bos_token": "<s>",
32
+ "clean_up_tokenization_spaces": false,
33
+ "eos_token": "</s>",
34
+ "legacy": true,
35
+ "model_max_length": 1000000000000000019884624838656,
36
+ "pad_token": null,
37
+ "sp_model_kwargs": {},
38
+ "spaces_between_special_tokens": false,
39
+ "tokenizer_class": "LlamaTokenizer",
40
+ "unk_token": "<unk>",
41
+ "use_default_system_prompt": false
42
+ }