Hugging Face's logo

GreenBitAI
/
Qwen-1.5-1.8B-layer-mix-bpw-2.2

Text Generation
Transformers
Safetensors
qwen2
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
NicoNico6 commited on
Commit
e761234
•
1 Parent(s): 33f91cb

update

Browse files
Files changed (9) hide show
  1. added_tokens.json +5 -0
  2. config.json +28 -0
  3. generation_config.json +6 -0
  4. merges.txt +0 -0
  5. model.safetensors +3 -0
  6. quant_strategy.json +2116 -0
  7. special_tokens_map.json +20 -0
  8. tokenizer_config.json +43 -0
  9. vocab.json +0 -0
added_tokens.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "<|endoftext|>": 151643,
3
+ "<|im_end|>": 151645,
4
+ "<|im_start|>": 151644
5
+ }
config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/hpi/fs00/share/fg/meinel/nianhui.guo/qwen-hf/models--Qwen--Qwen1.5-1.8B/snapshots/7846de7ed421727b318d6605a0bfab659da2c067/",
3
+ "architectures": [
4
+ "Qwen2ForCausalLM"
5
+ ],
6
+ "attention_dropout": 0.0,
7
+ "bos_token_id": 151643,
8
+ "eos_token_id": 151643,
9
+ "hidden_act": "silu",
10
+ "hidden_size": 2048,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 5504,
13
+ "max_position_embeddings": 32768,
14
+ "max_window_layers": 21,
15
+ "model_type": "qwen2",
16
+ "num_attention_heads": 16,
17
+ "num_hidden_layers": 24,
18
+ "num_key_value_heads": 16,
19
+ "rms_norm_eps": 1e-06,
20
+ "rope_theta": 1000000.0,
21
+ "sliding_window": 32768,
22
+ "tie_word_embeddings": false,
23
+ "torch_dtype": "float16",
24
+ "transformers_version": "4.39.2",
25
+ "use_cache": true,
26
+ "use_sliding_window": false,
27
+ "vocab_size": 151936
28
+ }
generation_config.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 151643,
4
+ "eos_token_id": 151643,
5
+ "transformers_version": "4.39.2"
6
+ }
merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f13b5844e146cee238f7d554fe1cd39be3aa63a56e41a048d962f823b08d4586
3
+ size 1650281136
quant_strategy.json ADDED
@@ -0,0 +1,2116 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "measurement": {
3
+ "model.layers.0": {
4
+ "accuracy": 0.7494020462036133,
5
+ "total_bits": 120876576,
6
+ "q_proj": {
7
+ "group_size": {
8
+ "2": 64
9
+ },
10
+ "bits": [
11
+ 2
12
+ ],
13
+ "bits_prop": [
14
+ 1
15
+ ],
16
+ "scale_bits": 4
17
+ },
18
+ "k_proj": {
19
+ "group_size": {
20
+ "2": 64
21
+ },
22
+ "bits": [
23
+ 2
24
+ ],
25
+ "bits_prop": [
26
+ 1
27
+ ],
28
+ "scale_bits": 4
29
+ },
30
+ "v_proj": {
31
+ "group_size": {
32
+ "4": 128
33
+ },
34
+ "bits": [
35
+ 4
36
+ ],
37
+ "bits_prop": [
38
+ 1
39
+ ],
40
+ "scale_bits": 4
41
+ },
42
+ "o_proj": {
43
+ "group_size": {
44
+ "4": 128
45
+ },
46
+ "bits": [
47
+ 4
48
+ ],
49
+ "bits_prop": [
50
+ 1
51
+ ],
52
+ "scale_bits": 4
53
+ },
54
+ "up_proj": {
55
+ "group_size": {
56
+ "2": 64
57
+ },
58
+ "bits": [
59
+ 2
60
+ ],
61
+ "bits_prop": [
62
+ 1
63
+ ],
64
+ "scale_bits": 4
65
+ },
66
+ "gate_proj": {
67
+ "group_size": {
68
+ "2": 64
69
+ },
70
+ "bits": [
71
+ 2
72
+ ],
73
+ "bits_prop": [
74
+ 1
75
+ ],
76
+ "scale_bits": 4
77
+ },
78
+ "down_proj": {
79
+ "group_size": {
80
+ "2": 64
81
+ },
82
+ "bits": [
83
+ 2
84
+ ],
85
+ "bits_prop": [
86
+ 1
87
+ ],
88
+ "scale_bits": 4
89
+ }
90
+ },
91
+ "model.layers.1": {
92
+ "accuracy": 0.8237600326538086,
93
+ "total_bits": 112619808,
94
+ "q_proj": {
95
+ "group_size": {
96
+ "2": 64
97
+ },
98
+ "bits": [
99
+ 2
100
+ ],
101
+ "bits_prop": [
102
+ 1
103
+ ],
104
+ "scale_bits": 4
105
+ },
106
+ "k_proj": {
107
+ "group_size": {
108
+ "2": 64
109
+ },
110
+ "bits": [
111
+ 2
112
+ ],
113
+ "bits_prop": [
114
+ 1
115
+ ],
116
+ "scale_bits": 4
117
+ },
118
+ "v_proj": {
119
+ "group_size": {
120
+ "4": 128
121
+ },
122
+ "bits": [
123
+ 4
124
+ ],
125
+ "bits_prop": [
126
+ 1
127
+ ],
128
+ "scale_bits": 4
129
+ },
130
+ "o_proj": {
131
+ "group_size": {
132
+ "2": 64
133
+ },
134
+ "bits": [
135
+ 2
136
+ ],
137
+ "bits_prop": [
138
+ 1
139
+ ],
140
+ "scale_bits": 4
141
+ },
142
+ "up_proj": {
143
+ "group_size": {
144
+ "2": 64
145
+ },
146
+ "bits": [
147
+ 2
148
+ ],
149
+ "bits_prop": [
150
+ 1
151
+ ],
152
+ "scale_bits": 4
153
+ },
154
+ "gate_proj": {
155
+ "group_size": {
156
+ "2": 64
157
+ },
158
+ "bits": [
159
+ 2
160
+ ],
161
+ "bits_prop": [
162
+ 1
163
+ ],
164
+ "scale_bits": 4
165
+ },
166
+ "down_proj": {
167
+ "group_size": {
168
+ "2": 64
169
+ },
170
+ "bits": [
171
+ 2
172
+ ],
173
+ "bits_prop": [
174
+ 1
175
+ ],
176
+ "scale_bits": 4
177
+ }
178
+ },
179
+ "model.layers.2": {
180
+ "accuracy": 0.8662686347961426,
181
+ "total_bits": 112619808,
182
+ "q_proj": {
183
+ "group_size": {
184
+ "2": 64
185
+ },
186
+ "bits": [
187
+ 2
188
+ ],
189
+ "bits_prop": [
190
+ 1
191
+ ],
192
+ "scale_bits": 4
193
+ },
194
+ "k_proj": {
195
+ "group_size": {
196
+ "2": 64
197
+ },
198
+ "bits": [
199
+ 2
200
+ ],
201
+ "bits_prop": [
202
+ 1
203
+ ],
204
+ "scale_bits": 4
205
+ },
206
+ "v_proj": {
207
+ "group_size": {
208
+ "4": 128
209
+ },
210
+ "bits": [
211
+ 4
212
+ ],
213
+ "bits_prop": [
214
+ 1
215
+ ],
216
+ "scale_bits": 4
217
+ },
218
+ "o_proj": {
219
+ "group_size": {
220
+ "2": 64
221
+ },
222
+ "bits": [
223
+ 2
224
+ ],
225
+ "bits_prop": [
226
+ 1
227
+ ],
228
+ "scale_bits": 4
229
+ },
230
+ "up_proj": {
231
+ "group_size": {
232
+ "2": 64
233
+ },
234
+ "bits": [
235
+ 2
236
+ ],
237
+ "bits_prop": [
238
+ 1
239
+ ],
240
+ "scale_bits": 4
241
+ },
242
+ "gate_proj": {
243
+ "group_size": {
244
+ "2": 64
245
+ },
246
+ "bits": [
247
+ 2
248
+ ],
249
+ "bits_prop": [
250
+ 1
251
+ ],
252
+ "scale_bits": 4
253
+ },
254
+ "down_proj": {
255
+ "group_size": {
256
+ "2": 64
257
+ },
258
+ "bits": [
259
+ 2
260
+ ],
261
+ "bits_prop": [
262
+ 1
263
+ ],
264
+ "scale_bits": 4
265
+ }
266
+ },
267
+ "model.layers.3": {
268
+ "accuracy": 0.8621411323547363,
269
+ "total_bits": 112619808,
270
+ "q_proj": {
271
+ "group_size": {
272
+ "2": 64
273
+ },
274
+ "bits": [
275
+ 2
276
+ ],
277
+ "bits_prop": [
278
+ 1
279
+ ],
280
+ "scale_bits": 4
281
+ },
282
+ "k_proj": {
283
+ "group_size": {
284
+ "2": 64
285
+ },
286
+ "bits": [
287
+ 2
288
+ ],
289
+ "bits_prop": [
290
+ 1
291
+ ],
292
+ "scale_bits": 4
293
+ },
294
+ "v_proj": {
295
+ "group_size": {
296
+ "4": 128
297
+ },
298
+ "bits": [
299
+ 4
300
+ ],
301
+ "bits_prop": [
302
+ 1
303
+ ],
304
+ "scale_bits": 4
305
+ },
306
+ "o_proj": {
307
+ "group_size": {
308
+ "2": 64
309
+ },
310
+ "bits": [
311
+ 2
312
+ ],
313
+ "bits_prop": [
314
+ 1
315
+ ],
316
+ "scale_bits": 4
317
+ },
318
+ "up_proj": {
319
+ "group_size": {
320
+ "2": 64
321
+ },
322
+ "bits": [
323
+ 2
324
+ ],
325
+ "bits_prop": [
326
+ 1
327
+ ],
328
+ "scale_bits": 4
329
+ },
330
+ "gate_proj": {
331
+ "group_size": {
332
+ "2": 64
333
+ },
334
+ "bits": [
335
+ 2
336
+ ],
337
+ "bits_prop": [
338
+ 1
339
+ ],
340
+ "scale_bits": 4
341
+ },
342
+ "down_proj": {
343
+ "group_size": {
344
+ "2": 64
345
+ },
346
+ "bits": [
347
+ 2
348
+ ],
349
+ "bits_prop": [
350
+ 1
351
+ ],
352
+ "scale_bits": 4
353
+ }
354
+ },
355
+ "model.layers.4": {
356
+ "accuracy": 0.856804370880127,
357
+ "total_bits": 112619808,
358
+ "q_proj": {
359
+ "group_size": {
360
+ "2": 64
361
+ },
362
+ "bits": [
363
+ 2
364
+ ],
365
+ "bits_prop": [
366
+ 1
367
+ ],
368
+ "scale_bits": 4
369
+ },
370
+ "k_proj": {
371
+ "group_size": {
372
+ "2": 64
373
+ },
374
+ "bits": [
375
+ 2
376
+ ],
377
+ "bits_prop": [
378
+ 1
379
+ ],
380
+ "scale_bits": 4
381
+ },
382
+ "v_proj": {
383
+ "group_size": {
384
+ "4": 128
385
+ },
386
+ "bits": [
387
+ 4
388
+ ],
389
+ "bits_prop": [
390
+ 1
391
+ ],
392
+ "scale_bits": 4
393
+ },
394
+ "o_proj": {
395
+ "group_size": {
396
+ "2": 64
397
+ },
398
+ "bits": [
399
+ 2
400
+ ],
401
+ "bits_prop": [
402
+ 1
403
+ ],
404
+ "scale_bits": 4
405
+ },
406
+ "up_proj": {
407
+ "group_size": {
408
+ "2": 64
409
+ },
410
+ "bits": [
411
+ 2
412
+ ],
413
+ "bits_prop": [
414
+ 1
415
+ ],
416
+ "scale_bits": 4
417
+ },
418
+ "gate_proj": {
419
+ "group_size": {
420
+ "2": 64
421
+ },
422
+ "bits": [
423
+ 2
424
+ ],
425
+ "bits_prop": [
426
+ 1
427
+ ],
428
+ "scale_bits": 4
429
+ },
430
+ "down_proj": {
431
+ "group_size": {
432
+ "2": 64
433
+ },
434
+ "bits": [
435
+ 2
436
+ ],
437
+ "bits_prop": [
438
+ 1
439
+ ],
440
+ "scale_bits": 4
441
+ }
442
+ },
443
+ "model.layers.5": {
444
+ "accuracy": 0.8192110061645508,
445
+ "total_bits": 112619808,
446
+ "q_proj": {
447
+ "group_size": {
448
+ "2": 64
449
+ },
450
+ "bits": [
451
+ 2
452
+ ],
453
+ "bits_prop": [
454
+ 1
455
+ ],
456
+ "scale_bits": 4
457
+ },
458
+ "k_proj": {
459
+ "group_size": {
460
+ "2": 64
461
+ },
462
+ "bits": [
463
+ 2
464
+ ],
465
+ "bits_prop": [
466
+ 1
467
+ ],
468
+ "scale_bits": 4
469
+ },
470
+ "v_proj": {
471
+ "group_size": {
472
+ "4": 128
473
+ },
474
+ "bits": [
475
+ 4
476
+ ],
477
+ "bits_prop": [
478
+ 1
479
+ ],
480
+ "scale_bits": 4
481
+ },
482
+ "o_proj": {
483
+ "group_size": {
484
+ "2": 64
485
+ },
486
+ "bits": [
487
+ 2
488
+ ],
489
+ "bits_prop": [
490
+ 1
491
+ ],
492
+ "scale_bits": 4
493
+ },
494
+ "up_proj": {
495
+ "group_size": {
496
+ "2": 64
497
+ },
498
+ "bits": [
499
+ 2
500
+ ],
501
+ "bits_prop": [
502
+ 1
503
+ ],
504
+ "scale_bits": 4
505
+ },
506
+ "gate_proj": {
507
+ "group_size": {
508
+ "2": 64
509
+ },
510
+ "bits": [
511
+ 2
512
+ ],
513
+ "bits_prop": [
514
+ 1
515
+ ],
516
+ "scale_bits": 4
517
+ },
518
+ "down_proj": {
519
+ "group_size": {
520
+ "2": 64
521
+ },
522
+ "bits": [
523
+ 2
524
+ ],
525
+ "bits_prop": [
526
+ 1
527
+ ],
528
+ "scale_bits": 4
529
+ }
530
+ },
531
+ "model.layers.6": {
532
+ "accuracy": 0.7364501953125,
533
+ "total_bits": 120876576,
534
+ "q_proj": {
535
+ "group_size": {
536
+ "2": 64
537
+ },
538
+ "bits": [
539
+ 2
540
+ ],
541
+ "bits_prop": [
542
+ 1
543
+ ],
544
+ "scale_bits": 4
545
+ },
546
+ "k_proj": {
547
+ "group_size": {
548
+ "2": 64
549
+ },
550
+ "bits": [
551
+ 2
552
+ ],
553
+ "bits_prop": [
554
+ 1
555
+ ],
556
+ "scale_bits": 4
557
+ },
558
+ "v_proj": {
559
+ "group_size": {
560
+ "4": 128
561
+ },
562
+ "bits": [
563
+ 4
564
+ ],
565
+ "bits_prop": [
566
+ 1
567
+ ],
568
+ "scale_bits": 4
569
+ },
570
+ "o_proj": {
571
+ "group_size": {
572
+ "4": 128
573
+ },
574
+ "bits": [
575
+ 4
576
+ ],
577
+ "bits_prop": [
578
+ 1
579
+ ],
580
+ "scale_bits": 4
581
+ },
582
+ "up_proj": {
583
+ "group_size": {
584
+ "2": 64
585
+ },
586
+ "bits": [
587
+ 2
588
+ ],
589
+ "bits_prop": [
590
+ 1
591
+ ],
592
+ "scale_bits": 4
593
+ },
594
+ "gate_proj": {
595
+ "group_size": {
596
+ "2": 64
597
+ },
598
+ "bits": [
599
+ 2
600
+ ],
601
+ "bits_prop": [
602
+ 1
603
+ ],
604
+ "scale_bits": 4
605
+ },
606
+ "down_proj": {
607
+ "group_size": {
608
+ "2": 64
609
+ },
610
+ "bits": [
611
+ 2
612
+ ],
613
+ "bits_prop": [
614
+ 1
615
+ ],
616
+ "scale_bits": 4
617
+ }
618
+ },
619
+ "model.layers.7": {
620
+ "accuracy": 0.9165894985198975,
621
+ "total_bits": 112619808,
622
+ "q_proj": {
623
+ "group_size": {
624
+ "2": 64
625
+ },
626
+ "bits": [
627
+ 2
628
+ ],
629
+ "bits_prop": [
630
+ 1
631
+ ],
632
+ "scale_bits": 4
633
+ },
634
+ "k_proj": {
635
+ "group_size": {
636
+ "2": 64
637
+ },
638
+ "bits": [
639
+ 2
640
+ ],
641
+ "bits_prop": [
642
+ 1
643
+ ],
644
+ "scale_bits": 4
645
+ },
646
+ "v_proj": {
647
+ "group_size": {
648
+ "4": 128
649
+ },
650
+ "bits": [
651
+ 4
652
+ ],
653
+ "bits_prop": [
654
+ 1
655
+ ],
656
+ "scale_bits": 4
657
+ },
658
+ "o_proj": {
659
+ "group_size": {
660
+ "2": 64
661
+ },
662
+ "bits": [
663
+ 2
664
+ ],
665
+ "bits_prop": [
666
+ 1
667
+ ],
668
+ "scale_bits": 4
669
+ },
670
+ "up_proj": {
671
+ "group_size": {
672
+ "2": 64
673
+ },
674
+ "bits": [
675
+ 2
676
+ ],
677
+ "bits_prop": [
678
+ 1
679
+ ],
680
+ "scale_bits": 4
681
+ },
682
+ "gate_proj": {
683
+ "group_size": {
684
+ "2": 64
685
+ },
686
+ "bits": [
687
+ 2
688
+ ],
689
+ "bits_prop": [
690
+ 1
691
+ ],
692
+ "scale_bits": 4
693
+ },
694
+ "down_proj": {
695
+ "group_size": {
696
+ "2": 64
697
+ },
698
+ "bits": [
699
+ 2
700
+ ],
701
+ "bits_prop": [
702
+ 1
703
+ ],
704
+ "scale_bits": 4
705
+ }
706
+ },
707
+ "model.layers.8": {
708
+ "accuracy": 0.9087321758270264,
709
+ "total_bits": 112619808,
710
+ "q_proj": {
711
+ "group_size": {
712
+ "2": 64
713
+ },
714
+ "bits": [
715
+ 2
716
+ ],
717
+ "bits_prop": [
718
+ 1
719
+ ],
720
+ "scale_bits": 4
721
+ },
722
+ "k_proj": {
723
+ "group_size": {
724
+ "2": 64
725
+ },
726
+ "bits": [
727
+ 2
728
+ ],
729
+ "bits_prop": [
730
+ 1
731
+ ],
732
+ "scale_bits": 4
733
+ },
734
+ "v_proj": {
735
+ "group_size": {
736
+ "4": 128
737
+ },
738
+ "bits": [
739
+ 4
740
+ ],
741
+ "bits_prop": [
742
+ 1
743
+ ],
744
+ "scale_bits": 4
745
+ },
746
+ "o_proj": {
747
+ "group_size": {
748
+ "2": 64
749
+ },
750
+ "bits": [
751
+ 2
752
+ ],
753
+ "bits_prop": [
754
+ 1
755
+ ],
756
+ "scale_bits": 4
757
+ },
758
+ "up_proj": {
759
+ "group_size": {
760
+ "2": 64
761
+ },
762
+ "bits": [
763
+ 2
764
+ ],
765
+ "bits_prop": [
766
+ 1
767
+ ],
768
+ "scale_bits": 4
769
+ },
770
+ "gate_proj": {
771
+ "group_size": {
772
+ "2": 64
773
+ },
774
+ "bits": [
775
+ 2
776
+ ],
777
+ "bits_prop": [
778
+ 1
779
+ ],
780
+ "scale_bits": 4
781
+ },
782
+ "down_proj": {
783
+ "group_size": {
784
+ "2": 64
785
+ },
786
+ "bits": [
787
+ 2
788
+ ],
789
+ "bits_prop": [
790
+ 1
791
+ ],
792
+ "scale_bits": 4
793
+ }
794
+ },
795
+ "model.layers.9": {
796
+ "accuracy": 0.9050393104553223,
797
+ "total_bits": 112619808,
798
+ "q_proj": {
799
+ "group_size": {
800
+ "2": 64
801
+ },
802
+ "bits": [
803
+ 2
804
+ ],
805
+ "bits_prop": [
806
+ 1
807
+ ],
808
+ "scale_bits": 4
809
+ },
810
+ "k_proj": {
811
+ "group_size": {
812
+ "2": 64
813
+ },
814
+ "bits": [
815
+ 2
816
+ ],
817
+ "bits_prop": [
818
+ 1
819
+ ],
820
+ "scale_bits": 4
821
+ },
822
+ "v_proj": {
823
+ "group_size": {
824
+ "4": 128
825
+ },
826
+ "bits": [
827
+ 4
828
+ ],
829
+ "bits_prop": [
830
+ 1
831
+ ],
832
+ "scale_bits": 4
833
+ },
834
+ "o_proj": {
835
+ "group_size": {
836
+ "2": 64
837
+ },
838
+ "bits": [
839
+ 2
840
+ ],
841
+ "bits_prop": [
842
+ 1
843
+ ],
844
+ "scale_bits": 4
845
+ },
846
+ "up_proj": {
847
+ "group_size": {
848
+ "2": 64
849
+ },
850
+ "bits": [
851
+ 2
852
+ ],
853
+ "bits_prop": [
854
+ 1
855
+ ],
856
+ "scale_bits": 4
857
+ },
858
+ "gate_proj": {
859
+ "group_size": {
860
+ "2": 64
861
+ },
862
+ "bits": [
863
+ 2
864
+ ],
865
+ "bits_prop": [
866
+ 1
867
+ ],
868
+ "scale_bits": 4
869
+ },
870
+ "down_proj": {
871
+ "group_size": {
872
+ "2": 64
873
+ },
874
+ "bits": [
875
+ 2
876
+ ],
877
+ "bits_prop": [
878
+ 1
879
+ ],
880
+ "scale_bits": 4
881
+ }
882
+ },
883
+ "model.layers.10": {
884
+ "accuracy": 0.90169358253479,
885
+ "total_bits": 112619808,
886
+ "q_proj": {
887
+ "group_size": {
888
+ "2": 64
889
+ },
890
+ "bits": [
891
+ 2
892
+ ],
893
+ "bits_prop": [
894
+ 1
895
+ ],
896
+ "scale_bits": 4
897
+ },
898
+ "k_proj": {
899
+ "group_size": {
900
+ "2": 64
901
+ },
902
+ "bits": [
903
+ 2
904
+ ],
905
+ "bits_prop": [
906
+ 1
907
+ ],
908
+ "scale_bits": 4
909
+ },
910
+ "v_proj": {
911
+ "group_size": {
912
+ "4": 128
913
+ },
914
+ "bits": [
915
+ 4
916
+ ],
917
+ "bits_prop": [
918
+ 1
919
+ ],
920
+ "scale_bits": 4
921
+ },
922
+ "o_proj": {
923
+ "group_size": {
924
+ "2": 64
925
+ },
926
+ "bits": [
927
+ 2
928
+ ],
929
+ "bits_prop": [
930
+ 1
931
+ ],
932
+ "scale_bits": 4
933
+ },
934
+ "up_proj": {
935
+ "group_size": {
936
+ "2": 64
937
+ },
938
+ "bits": [
939
+ 2
940
+ ],
941
+ "bits_prop": [
942
+ 1
943
+ ],
944
+ "scale_bits": 4
945
+ },
946
+ "gate_proj": {
947
+ "group_size": {
948
+ "2": 64
949
+ },
950
+ "bits": [
951
+ 2
952
+ ],
953
+ "bits_prop": [
954
+ 1
955
+ ],
956
+ "scale_bits": 4
957
+ },
958
+ "down_proj": {
959
+ "group_size": {
960
+ "2": 64
961
+ },
962
+ "bits": [
963
+ 2
964
+ ],
965
+ "bits_prop": [
966
+ 1
967
+ ],
968
+ "scale_bits": 4
969
+ }
970
+ },
971
+ "model.layers.11": {
972
+ "accuracy": 0.9000589847564697,
973
+ "total_bits": 112619808,
974
+ "q_proj": {
975
+ "group_size": {
976
+ "2": 64
977
+ },
978
+ "bits": [
979
+ 2
980
+ ],
981
+ "bits_prop": [
982
+ 1
983
+ ],
984
+ "scale_bits": 4
985
+ },
986
+ "k_proj": {
987
+ "group_size": {
988
+ "2": 64
989
+ },
990
+ "bits": [
991
+ 2
992
+ ],
993
+ "bits_prop": [
994
+ 1
995
+ ],
996
+ "scale_bits": 4
997
+ },
998
+ "v_proj": {
999
+ "group_size": {
1000
+ "4": 128
1001
+ },
1002
+ "bits": [
1003
+ 4
1004
+ ],
1005
+ "bits_prop": [
1006
+ 1
1007
+ ],
1008
+ "scale_bits": 4
1009
+ },
1010
+ "o_proj": {
1011
+ "group_size": {
1012
+ "2": 64
1013
+ },
1014
+ "bits": [
1015
+ 2
1016
+ ],
1017
+ "bits_prop": [
1018
+ 1
1019
+ ],
1020
+ "scale_bits": 4
1021
+ },
1022
+ "up_proj": {
1023
+ "group_size": {
1024
+ "2": 64
1025
+ },
1026
+ "bits": [
1027
+ 2
1028
+ ],
1029
+ "bits_prop": [
1030
+ 1
1031
+ ],
1032
+ "scale_bits": 4
1033
+ },
1034
+ "gate_proj": {
1035
+ "group_size": {
1036
+ "2": 64
1037
+ },
1038
+ "bits": [
1039
+ 2
1040
+ ],
1041
+ "bits_prop": [
1042
+ 1
1043
+ ],
1044
+ "scale_bits": 4
1045
+ },
1046
+ "down_proj": {
1047
+ "group_size": {
1048
+ "2": 64
1049
+ },
1050
+ "bits": [
1051
+ 2
1052
+ ],
1053
+ "bits_prop": [
1054
+ 1
1055
+ ],
1056
+ "scale_bits": 4
1057
+ }
1058
+ },
1059
+ "model.layers.12": {
1060
+ "accuracy": 0.888805627822876,
1061
+ "total_bits": 112619808,
1062
+ "q_proj": {
1063
+ "group_size": {
1064
+ "2": 64
1065
+ },
1066
+ "bits": [
1067
+ 2
1068
+ ],
1069
+ "bits_prop": [
1070
+ 1
1071
+ ],
1072
+ "scale_bits": 4
1073
+ },
1074
+ "k_proj": {
1075
+ "group_size": {
1076
+ "2": 64
1077
+ },
1078
+ "bits": [
1079
+ 2
1080
+ ],
1081
+ "bits_prop": [
1082
+ 1
1083
+ ],
1084
+ "scale_bits": 4
1085
+ },
1086
+ "v_proj": {
1087
+ "group_size": {
1088
+ "4": 128
1089
+ },
1090
+ "bits": [
1091
+ 4
1092
+ ],
1093
+ "bits_prop": [
1094
+ 1
1095
+ ],
1096
+ "scale_bits": 4
1097
+ },
1098
+ "o_proj": {
1099
+ "group_size": {
1100
+ "2": 64
1101
+ },
1102
+ "bits": [
1103
+ 2
1104
+ ],
1105
+ "bits_prop": [
1106
+ 1
1107
+ ],
1108
+ "scale_bits": 4
1109
+ },
1110
+ "up_proj": {
1111
+ "group_size": {
1112
+ "2": 64
1113
+ },
1114
+ "bits": [
1115
+ 2
1116
+ ],
1117
+ "bits_prop": [
1118
+ 1
1119
+ ],
1120
+ "scale_bits": 4
1121
+ },
1122
+ "gate_proj": {
1123
+ "group_size": {
1124
+ "2": 64
1125
+ },
1126
+ "bits": [
1127
+ 2
1128
+ ],
1129
+ "bits_prop": [
1130
+ 1
1131
+ ],
1132
+ "scale_bits": 4
1133
+ },
1134
+ "down_proj": {
1135
+ "group_size": {
1136
+ "2": 64
1137
+ },
1138
+ "bits": [
1139
+ 2
1140
+ ],
1141
+ "bits_prop": [
1142
+ 1
1143
+ ],
1144
+ "scale_bits": 4
1145
+ }
1146
+ },
1147
+ "model.layers.13": {
1148
+ "accuracy": 0.8871350288391113,
1149
+ "total_bits": 112619808,
1150
+ "q_proj": {
1151
+ "group_size": {
1152
+ "2": 64
1153
+ },
1154
+ "bits": [
1155
+ 2
1156
+ ],
1157
+ "bits_prop": [
1158
+ 1
1159
+ ],
1160
+ "scale_bits": 4
1161
+ },
1162
+ "k_proj": {
1163
+ "group_size": {
1164
+ "2": 64
1165
+ },
1166
+ "bits": [
1167
+ 2
1168
+ ],
1169
+ "bits_prop": [
1170
+ 1
1171
+ ],
1172
+ "scale_bits": 4
1173
+ },
1174
+ "v_proj": {
1175
+ "group_size": {
1176
+ "4": 128
1177
+ },
1178
+ "bits": [
1179
+ 4
1180
+ ],
1181
+ "bits_prop": [
1182
+ 1
1183
+ ],
1184
+ "scale_bits": 4
1185
+ },
1186
+ "o_proj": {
1187
+ "group_size": {
1188
+ "2": 64
1189
+ },
1190
+ "bits": [
1191
+ 2
1192
+ ],
1193
+ "bits_prop": [
1194
+ 1
1195
+ ],
1196
+ "scale_bits": 4
1197
+ },
1198
+ "up_proj": {
1199
+ "group_size": {
1200
+ "2": 64
1201
+ },
1202
+ "bits": [
1203
+ 2
1204
+ ],
1205
+ "bits_prop": [
1206
+ 1
1207
+ ],
1208
+ "scale_bits": 4
1209
+ },
1210
+ "gate_proj": {
1211
+ "group_size": {
1212
+ "2": 64
1213
+ },
1214
+ "bits": [
1215
+ 2
1216
+ ],
1217
+ "bits_prop": [
1218
+ 1
1219
+ ],
1220
+ "scale_bits": 4
1221
+ },
1222
+ "down_proj": {
1223
+ "group_size": {
1224
+ "2": 64
1225
+ },
1226
+ "bits": [
1227
+ 2
1228
+ ],
1229
+ "bits_prop": [
1230
+ 1
1231
+ ],
1232
+ "scale_bits": 4
1233
+ }
1234
+ },
1235
+ "model.layers.14": {
1236
+ "accuracy": 0.8753108978271484,
1237
+ "total_bits": 112619808,
1238
+ "q_proj": {
1239
+ "group_size": {
1240
+ "2": 64
1241
+ },
1242
+ "bits": [
1243
+ 2
1244
+ ],
1245
+ "bits_prop": [
1246
+ 1
1247
+ ],
1248
+ "scale_bits": 4
1249
+ },
1250
+ "k_proj": {
1251
+ "group_size": {
1252
+ "2": 64
1253
+ },
1254
+ "bits": [
1255
+ 2
1256
+ ],
1257
+ "bits_prop": [
1258
+ 1
1259
+ ],
1260
+ "scale_bits": 4
1261
+ },
1262
+ "v_proj": {
1263
+ "group_size": {
1264
+ "4": 128
1265
+ },
1266
+ "bits": [
1267
+ 4
1268
+ ],
1269
+ "bits_prop": [
1270
+ 1
1271
+ ],
1272
+ "scale_bits": 4
1273
+ },
1274
+ "o_proj": {
1275
+ "group_size": {
1276
+ "2": 64
1277
+ },
1278
+ "bits": [
1279
+ 2
1280
+ ],
1281
+ "bits_prop": [
1282
+ 1
1283
+ ],
1284
+ "scale_bits": 4
1285
+ },
1286
+ "up_proj": {
1287
+ "group_size": {
1288
+ "2": 64
1289
+ },
1290
+ "bits": [
1291
+ 2
1292
+ ],
1293
+ "bits_prop": [
1294
+ 1
1295
+ ],
1296
+ "scale_bits": 4
1297
+ },
1298
+ "gate_proj": {
1299
+ "group_size": {
1300
+ "2": 64
1301
+ },
1302
+ "bits": [
1303
+ 2
1304
+ ],
1305
+ "bits_prop": [
1306
+ 1
1307
+ ],
1308
+ "scale_bits": 4
1309
+ },
1310
+ "down_proj": {
1311
+ "group_size": {
1312
+ "2": 64
1313
+ },
1314
+ "bits": [
1315
+ 2
1316
+ ],
1317
+ "bits_prop": [
1318
+ 1
1319
+ ],
1320
+ "scale_bits": 4
1321
+ }
1322
+ },
1323
+ "model.layers.15": {
1324
+ "accuracy": 0.8793735504150391,
1325
+ "total_bits": 112619808,
1326
+ "q_proj": {
1327
+ "group_size": {
1328
+ "2": 64
1329
+ },
1330
+ "bits": [
1331
+ 2
1332
+ ],
1333
+ "bits_prop": [
1334
+ 1
1335
+ ],
1336
+ "scale_bits": 4
1337
+ },
1338
+ "k_proj": {
1339
+ "group_size": {
1340
+ "2": 64
1341
+ },
1342
+ "bits": [
1343
+ 2
1344
+ ],
1345
+ "bits_prop": [
1346
+ 1
1347
+ ],
1348
+ "scale_bits": 4
1349
+ },
1350
+ "v_proj": {
1351
+ "group_size": {
1352
+ "4": 128
1353
+ },
1354
+ "bits": [
1355
+ 4
1356
+ ],
1357
+ "bits_prop": [
1358
+ 1
1359
+ ],
1360
+ "scale_bits": 4
1361
+ },
1362
+ "o_proj": {
1363
+ "group_size": {
1364
+ "2": 64
1365
+ },
1366
+ "bits": [
1367
+ 2
1368
+ ],
1369
+ "bits_prop": [
1370
+ 1
1371
+ ],
1372
+ "scale_bits": 4
1373
+ },
1374
+ "up_proj": {
1375
+ "group_size": {
1376
+ "2": 64
1377
+ },
1378
+ "bits": [
1379
+ 2
1380
+ ],
1381
+ "bits_prop": [
1382
+ 1
1383
+ ],
1384
+ "scale_bits": 4
1385
+ },
1386
+ "gate_proj": {
1387
+ "group_size": {
1388
+ "2": 64
1389
+ },
1390
+ "bits": [
1391
+ 2
1392
+ ],
1393
+ "bits_prop": [
1394
+ 1
1395
+ ],
1396
+ "scale_bits": 4
1397
+ },
1398
+ "down_proj": {
1399
+ "group_size": {
1400
+ "2": 64
1401
+ },
1402
+ "bits": [
1403
+ 2
1404
+ ],
1405
+ "bits_prop": [
1406
+ 1
1407
+ ],
1408
+ "scale_bits": 4
1409
+ }
1410
+ },
1411
+ "model.layers.16": {
1412
+ "accuracy": 0.8758792877197266,
1413
+ "total_bits": 112619808,
1414
+ "q_proj": {
1415
+ "group_size": {
1416
+ "2": 64
1417
+ },
1418
+ "bits": [
1419
+ 2
1420
+ ],
1421
+ "bits_prop": [
1422
+ 1
1423
+ ],
1424
+ "scale_bits": 4
1425
+ },
1426
+ "k_proj": {
1427
+ "group_size": {
1428
+ "2": 64
1429
+ },
1430
+ "bits": [
1431
+ 2
1432
+ ],
1433
+ "bits_prop": [
1434
+ 1
1435
+ ],
1436
+ "scale_bits": 4
1437
+ },
1438
+ "v_proj": {
1439
+ "group_size": {
1440
+ "4": 128
1441
+ },
1442
+ "bits": [
1443
+ 4
1444
+ ],
1445
+ "bits_prop": [
1446
+ 1
1447
+ ],
1448
+ "scale_bits": 4
1449
+ },
1450
+ "o_proj": {
1451
+ "group_size": {
1452
+ "2": 64
1453
+ },
1454
+ "bits": [
1455
+ 2
1456
+ ],
1457
+ "bits_prop": [
1458
+ 1
1459
+ ],
1460
+ "scale_bits": 4
1461
+ },
1462
+ "up_proj": {
1463
+ "group_size": {
1464
+ "2": 64
1465
+ },
1466
+ "bits": [
1467
+ 2
1468
+ ],
1469
+ "bits_prop": [
1470
+ 1
1471
+ ],
1472
+ "scale_bits": 4
1473
+ },
1474
+ "gate_proj": {
1475
+ "group_size": {
1476
+ "2": 64
1477
+ },
1478
+ "bits": [
1479
+ 2
1480
+ ],
1481
+ "bits_prop": [
1482
+ 1
1483
+ ],
1484
+ "scale_bits": 4
1485
+ },
1486
+ "down_proj": {
1487
+ "group_size": {
1488
+ "2": 64
1489
+ },
1490
+ "bits": [
1491
+ 2
1492
+ ],
1493
+ "bits_prop": [
1494
+ 1
1495
+ ],
1496
+ "scale_bits": 4
1497
+ }
1498
+ },
1499
+ "model.layers.17": {
1500
+ "accuracy": 0.8746852874755859,
1501
+ "total_bits": 112619808,
1502
+ "q_proj": {
1503
+ "group_size": {
1504
+ "2": 64
1505
+ },
1506
+ "bits": [
1507
+ 2
1508
+ ],
1509
+ "bits_prop": [
1510
+ 1
1511
+ ],
1512
+ "scale_bits": 4
1513
+ },
1514
+ "k_proj": {
1515
+ "group_size": {
1516
+ "2": 64
1517
+ },
1518
+ "bits": [
1519
+ 2
1520
+ ],
1521
+ "bits_prop": [
1522
+ 1
1523
+ ],
1524
+ "scale_bits": 4
1525
+ },
1526
+ "v_proj": {
1527
+ "group_size": {
1528
+ "4": 128
1529
+ },
1530
+ "bits": [
1531
+ 4
1532
+ ],
1533
+ "bits_prop": [
1534
+ 1
1535
+ ],
1536
+ "scale_bits": 4
1537
+ },
1538
+ "o_proj": {
1539
+ "group_size": {
1540
+ "2": 64
1541
+ },
1542
+ "bits": [
1543
+ 2
1544
+ ],
1545
+ "bits_prop": [
1546
+ 1
1547
+ ],
1548
+ "scale_bits": 4
1549
+ },
1550
+ "up_proj": {
1551
+ "group_size": {
1552
+ "2": 64
1553
+ },
1554
+ "bits": [
1555
+ 2
1556
+ ],
1557
+ "bits_prop": [
1558
+ 1
1559
+ ],
1560
+ "scale_bits": 4
1561
+ },
1562
+ "gate_proj": {
1563
+ "group_size": {
1564
+ "2": 64
1565
+ },
1566
+ "bits": [
1567
+ 2
1568
+ ],
1569
+ "bits_prop": [
1570
+ 1
1571
+ ],
1572
+ "scale_bits": 4
1573
+ },
1574
+ "down_proj": {
1575
+ "group_size": {
1576
+ "2": 64
1577
+ },
1578
+ "bits": [
1579
+ 2
1580
+ ],
1581
+ "bits_prop": [
1582
+ 1
1583
+ ],
1584
+ "scale_bits": 4
1585
+ }
1586
+ },
1587
+ "model.layers.18": {
1588
+ "accuracy": 0.8734469413757324,
1589
+ "total_bits": 112619808,
1590
+ "q_proj": {
1591
+ "group_size": {
1592
+ "2": 64
1593
+ },
1594
+ "bits": [
1595
+ 2
1596
+ ],
1597
+ "bits_prop": [
1598
+ 1
1599
+ ],
1600
+ "scale_bits": 4
1601
+ },
1602
+ "k_proj": {
1603
+ "group_size": {
1604
+ "2": 64
1605
+ },
1606
+ "bits": [
1607
+ 2
1608
+ ],
1609
+ "bits_prop": [
1610
+ 1
1611
+ ],
1612
+ "scale_bits": 4
1613
+ },
1614
+ "v_proj": {
1615
+ "group_size": {
1616
+ "4": 128
1617
+ },
1618
+ "bits": [
1619
+ 4
1620
+ ],
1621
+ "bits_prop": [
1622
+ 1
1623
+ ],
1624
+ "scale_bits": 4
1625
+ },
1626
+ "o_proj": {
1627
+ "group_size": {
1628
+ "2": 64
1629
+ },
1630
+ "bits": [
1631
+ 2
1632
+ ],
1633
+ "bits_prop": [
1634
+ 1
1635
+ ],
1636
+ "scale_bits": 4
1637
+ },
1638
+ "up_proj": {
1639
+ "group_size": {
1640
+ "2": 64
1641
+ },
1642
+ "bits": [
1643
+ 2
1644
+ ],
1645
+ "bits_prop": [
1646
+ 1
1647
+ ],
1648
+ "scale_bits": 4
1649
+ },
1650
+ "gate_proj": {
1651
+ "group_size": {
1652
+ "2": 64
1653
+ },
1654
+ "bits": [
1655
+ 2
1656
+ ],
1657
+ "bits_prop": [
1658
+ 1
1659
+ ],
1660
+ "scale_bits": 4
1661
+ },
1662
+ "down_proj": {
1663
+ "group_size": {
1664
+ "2": 64
1665
+ },
1666
+ "bits": [
1667
+ 2
1668
+ ],
1669
+ "bits_prop": [
1670
+ 1
1671
+ ],
1672
+ "scale_bits": 4
1673
+ }
1674
+ },
1675
+ "model.layers.19": {
1676
+ "accuracy": 0.8737640380859375,
1677
+ "total_bits": 112619808,
1678
+ "q_proj": {
1679
+ "group_size": {
1680
+ "2": 64
1681
+ },
1682
+ "bits": [
1683
+ 2
1684
+ ],
1685
+ "bits_prop": [
1686
+ 1
1687
+ ],
1688
+ "scale_bits": 4
1689
+ },
1690
+ "k_proj": {
1691
+ "group_size": {
1692
+ "2": 64
1693
+ },
1694
+ "bits": [
1695
+ 2
1696
+ ],
1697
+ "bits_prop": [
1698
+ 1
1699
+ ],
1700
+ "scale_bits": 4
1701
+ },
1702
+ "v_proj": {
1703
+ "group_size": {
1704
+ "4": 128
1705
+ },
1706
+ "bits": [
1707
+ 4
1708
+ ],
1709
+ "bits_prop": [
1710
+ 1
1711
+ ],
1712
+ "scale_bits": 4
1713
+ },
1714
+ "o_proj": {
1715
+ "group_size": {
1716
+ "2": 64
1717
+ },
1718
+ "bits": [
1719
+ 2
1720
+ ],
1721
+ "bits_prop": [
1722
+ 1
1723
+ ],
1724
+ "scale_bits": 4
1725
+ },
1726
+ "up_proj": {
1727
+ "group_size": {
1728
+ "2": 64
1729
+ },
1730
+ "bits": [
1731
+ 2
1732
+ ],
1733
+ "bits_prop": [
1734
+ 1
1735
+ ],
1736
+ "scale_bits": 4
1737
+ },
1738
+ "gate_proj": {
1739
+ "group_size": {
1740
+ "2": 64
1741
+ },
1742
+ "bits": [
1743
+ 2
1744
+ ],
1745
+ "bits_prop": [
1746
+ 1
1747
+ ],
1748
+ "scale_bits": 4
1749
+ },
1750
+ "down_proj": {
1751
+ "group_size": {
1752
+ "2": 64
1753
+ },
1754
+ "bits": [
1755
+ 2
1756
+ ],
1757
+ "bits_prop": [
1758
+ 1
1759
+ ],
1760
+ "scale_bits": 4
1761
+ }
1762
+ },
1763
+ "model.layers.20": {
1764
+ "accuracy": 0.886871337890625,
1765
+ "total_bits": 112619808,
1766
+ "q_proj": {
1767
+ "group_size": {
1768
+ "2": 64
1769
+ },
1770
+ "bits": [
1771
+ 2
1772
+ ],
1773
+ "bits_prop": [
1774
+ 1
1775
+ ],
1776
+ "scale_bits": 4
1777
+ },
1778
+ "k_proj": {
1779
+ "group_size": {
1780
+ "2": 64
1781
+ },
1782
+ "bits": [
1783
+ 2
1784
+ ],
1785
+ "bits_prop": [
1786
+ 1
1787
+ ],
1788
+ "scale_bits": 4
1789
+ },
1790
+ "v_proj": {
1791
+ "group_size": {
1792
+ "4": 128
1793
+ },
1794
+ "bits": [
1795
+ 4
1796
+ ],
1797
+ "bits_prop": [
1798
+ 1
1799
+ ],
1800
+ "scale_bits": 4
1801
+ },
1802
+ "o_proj": {
1803
+ "group_size": {
1804
+ "2": 64
1805
+ },
1806
+ "bits": [
1807
+ 2
1808
+ ],
1809
+ "bits_prop": [
1810
+ 1
1811
+ ],
1812
+ "scale_bits": 4
1813
+ },
1814
+ "up_proj": {
1815
+ "group_size": {
1816
+ "2": 64
1817
+ },
1818
+ "bits": [
1819
+ 2
1820
+ ],
1821
+ "bits_prop": [
1822
+ 1
1823
+ ],
1824
+ "scale_bits": 4
1825
+ },
1826
+ "gate_proj": {
1827
+ "group_size": {
1828
+ "2": 64
1829
+ },
1830
+ "bits": [
1831
+ 2
1832
+ ],
1833
+ "bits_prop": [
1834
+ 1
1835
+ ],
1836
+ "scale_bits": 4
1837
+ },
1838
+ "down_proj": {
1839
+ "group_size": {
1840
+ "2": 64
1841
+ },
1842
+ "bits": [
1843
+ 2
1844
+ ],
1845
+ "bits_prop": [
1846
+ 1
1847
+ ],
1848
+ "scale_bits": 4
1849
+ }
1850
+ },
1851
+ "model.layers.21": {
1852
+ "accuracy": 0.88153076171875,
1853
+ "total_bits": 112619808,
1854
+ "q_proj": {
1855
+ "group_size": {
1856
+ "2": 64
1857
+ },
1858
+ "bits": [
1859
+ 2
1860
+ ],
1861
+ "bits_prop": [
1862
+ 1
1863
+ ],
1864
+ "scale_bits": 4
1865
+ },
1866
+ "k_proj": {
1867
+ "group_size": {
1868
+ "2": 64
1869
+ },
1870
+ "bits": [
1871
+ 2
1872
+ ],
1873
+ "bits_prop": [
1874
+ 1
1875
+ ],
1876
+ "scale_bits": 4
1877
+ },
1878
+ "v_proj": {
1879
+ "group_size": {
1880
+ "4": 128
1881
+ },
1882
+ "bits": [
1883
+ 4
1884
+ ],
1885
+ "bits_prop": [
1886
+ 1
1887
+ ],
1888
+ "scale_bits": 4
1889
+ },
1890
+ "o_proj": {
1891
+ "group_size": {
1892
+ "2": 64
1893
+ },
1894
+ "bits": [
1895
+ 2
1896
+ ],
1897
+ "bits_prop": [
1898
+ 1
1899
+ ],
1900
+ "scale_bits": 4
1901
+ },
1902
+ "up_proj": {
1903
+ "group_size": {
1904
+ "2": 64
1905
+ },
1906
+ "bits": [
1907
+ 2
1908
+ ],
1909
+ "bits_prop": [
1910
+ 1
1911
+ ],
1912
+ "scale_bits": 4
1913
+ },
1914
+ "gate_proj": {
1915
+ "group_size": {
1916
+ "2": 64
1917
+ },
1918
+ "bits": [
1919
+ 2
1920
+ ],
1921
+ "bits_prop": [
1922
+ 1
1923
+ ],
1924
+ "scale_bits": 4
1925
+ },
1926
+ "down_proj": {
1927
+ "group_size": {
1928
+ "2": 64
1929
+ },
1930
+ "bits": [
1931
+ 2
1932
+ ],
1933
+ "bits_prop": [
1934
+ 1
1935
+ ],
1936
+ "scale_bits": 4
1937
+ }
1938
+ },
1939
+ "model.layers.22": {
1940
+ "accuracy": 0.8707356452941895,
1941
+ "total_bits": 112619808,
1942
+ "q_proj": {
1943
+ "group_size": {
1944
+ "2": 64
1945
+ },
1946
+ "bits": [
1947
+ 2
1948
+ ],
1949
+ "bits_prop": [
1950
+ 1
1951
+ ],
1952
+ "scale_bits": 4
1953
+ },
1954
+ "k_proj": {
1955
+ "group_size": {
1956
+ "2": 64
1957
+ },
1958
+ "bits": [
1959
+ 2
1960
+ ],
1961
+ "bits_prop": [
1962
+ 1
1963
+ ],
1964
+ "scale_bits": 4
1965
+ },
1966
+ "v_proj": {
1967
+ "group_size": {
1968
+ "4": 128
1969
+ },
1970
+ "bits": [
1971
+ 4
1972
+ ],
1973
+ "bits_prop": [
1974
+ 1
1975
+ ],
1976
+ "scale_bits": 4
1977
+ },
1978
+ "o_proj": {
1979
+ "group_size": {
1980
+ "2": 64
1981
+ },
1982
+ "bits": [
1983
+ 2
1984
+ ],
1985
+ "bits_prop": [
1986
+ 1
1987
+ ],
1988
+ "scale_bits": 4
1989
+ },
1990
+ "up_proj": {
1991
+ "group_size": {
1992
+ "2": 64
1993
+ },
1994
+ "bits": [
1995
+ 2
1996
+ ],
1997
+ "bits_prop": [
1998
+ 1
1999
+ ],
2000
+ "scale_bits": 4
2001
+ },
2002
+ "gate_proj": {
2003
+ "group_size": {
2004
+ "2": 64
2005
+ },
2006
+ "bits": [
2007
+ 2
2008
+ ],
2009
+ "bits_prop": [
2010
+ 1
2011
+ ],
2012
+ "scale_bits": 4
2013
+ },
2014
+ "down_proj": {
2015
+ "group_size": {
2016
+ "2": 64
2017
+ },
2018
+ "bits": [
2019
+ 2
2020
+ ],
2021
+ "bits_prop": [
2022
+ 1
2023
+ ],
2024
+ "scale_bits": 4
2025
+ }
2026
+ },
2027
+ "model.layers.23": {
2028
+ "accuracy": 0.8127593994140625,
2029
+ "total_bits": 112619808,
2030
+ "q_proj": {
2031
+ "group_size": {
2032
+ "2": 64
2033
+ },
2034
+ "bits": [
2035
+ 2
2036
+ ],
2037
+ "bits_prop": [
2038
+ 1
2039
+ ],
2040
+ "scale_bits": 4
2041
+ },
2042
+ "k_proj": {
2043
+ "group_size": {
2044
+ "2": 64
2045
+ },
2046
+ "bits": [
2047
+ 2
2048
+ ],
2049
+ "bits_prop": [
2050
+ 1
2051
+ ],
2052
+ "scale_bits": 4
2053
+ },
2054
+ "v_proj": {
2055
+ "group_size": {
2056
+ "4": 128
2057
+ },
2058
+ "bits": [
2059
+ 4
2060
+ ],
2061
+ "bits_prop": [
2062
+ 1
2063
+ ],
2064
+ "scale_bits": 4
2065
+ },
2066
+ "o_proj": {
2067
+ "group_size": {
2068
+ "2": 64
2069
+ },
2070
+ "bits": [
2071
+ 2
2072
+ ],
2073
+ "bits_prop": [
2074
+ 1
2075
+ ],
2076
+ "scale_bits": 4
2077
+ },
2078
+ "up_proj": {
2079
+ "group_size": {
2080
+ "2": 64
2081
+ },
2082
+ "bits": [
2083
+ 2
2084
+ ],
2085
+ "bits_prop": [
2086
+ 1
2087
+ ],
2088
+ "scale_bits": 4
2089
+ },
2090
+ "gate_proj": {
2091
+ "group_size": {
2092
+ "2": 64
2093
+ },
2094
+ "bits": [
2095
+ 2
2096
+ ],
2097
+ "bits_prop": [
2098
+ 1
2099
+ ],
2100
+ "scale_bits": 4
2101
+ },
2102
+ "down_proj": {
2103
+ "group_size": {
2104
+ "2": 64
2105
+ },
2106
+ "bits": [
2107
+ 2
2108
+ ],
2109
+ "bits_prop": [
2110
+ 1
2111
+ ],
2112
+ "scale_bits": 4
2113
+ }
2114
+ }
2115
+ }
2116
+ }
special_tokens_map.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "<|im_start|>",
4
+ "<|im_end|>"
5
+ ],
6
+ "eos_token": {
7
+ "content": "<|endoftext|>",
8
+ "lstrip": false,
9
+ "normalized": false,
10
+ "rstrip": false,
11
+ "single_word": false
12
+ },
13
+ "pad_token": {
14
+ "content": "<|endoftext|>",
15
+ "lstrip": false,
16
+ "normalized": false,
17
+ "rstrip": false,
18
+ "single_word": false
19
+ }
20
+ }
tokenizer_config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "added_tokens_decoder": {
4
+ "151643": {
5
+ "content": "<|endoftext|>",
6
+ "lstrip": false,
7
+ "normalized": false,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "151644": {
13
+ "content": "<|im_start|>",
14
+ "lstrip": false,
15
+ "normalized": false,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "151645": {
21
+ "content": "<|im_end|>",
22
+ "lstrip": false,
23
+ "normalized": false,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ }
28
+ },
29
+ "additional_special_tokens": [
30
+ "<|im_start|>",
31
+ "<|im_end|>"
32
+ ],
33
+ "bos_token": null,
34
+ "chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
35
+ "clean_up_tokenization_spaces": false,
36
+ "eos_token": "<|endoftext|>",
37
+ "errors": "replace",
38
+ "model_max_length": 32768,
39
+ "pad_token": "<|endoftext|>",
40
+ "split_special_tokens": false,
41
+ "tokenizer_class": "Qwen2Tokenizer",
42
+ "unk_token": null
43
+ }
vocab.json ADDED
The diff for this file is too large to render. See raw diff