File size: 100,812 Bytes
68ca2f2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
/opt/conda/envs/py310/bin/python -m mlc_llm gen_config /models/Qwen2-7B-Instruct --quantization q4f16_1 --conv-template chatml --output /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC
[2024-06-06 23:42:10] INFO auto_config.py:116: Found model configuration: /models/Qwen2-7B-Instruct/config.json
[2024-06-06 23:42:10] INFO auto_config.py:154: Found model type: qwen2. Use `--model-type` to override.
[2024-06-06 23:42:10] INFO qwen2_model.py:49: context_window_size not found in config.json. Falling back to max_position_embeddings (32768)
[2024-06-06 23:42:10] INFO qwen2_model.py:66: prefill_chunk_size defaults to 2048
[2024-06-06 23:42:10] INFO config.py:107: Overriding max_batch_size from 1 to 80
[2024-06-06 23:42:10] INFO gen_config.py:143: [generation_config.json] Setting bos_token_id: 151643
[2024-06-06 23:42:10] INFO gen_config.py:143: [generation_config.json] Setting pad_token_id: 151643
[2024-06-06 23:42:10] INFO gen_config.py:143: [generation_config.json] Setting eos_token_id: [151645, 151643]
[2024-06-06 23:42:10] INFO gen_config.py:143: [generation_config.json] Setting repetition_penalty: 1.05
[2024-06-06 23:42:10] INFO gen_config.py:143: [generation_config.json] Setting temperature: 0.7
[2024-06-06 23:42:10] INFO gen_config.py:143: [generation_config.json] Setting top_p: 0.8
[2024-06-06 23:42:10] INFO gen_config.py:157: Not found tokenizer config: /models/Qwen2-7B-Instruct/tokenizer.model
[2024-06-06 23:42:10] INFO gen_config.py:155: Found tokenizer config: /models/Qwen2-7B-Instruct/tokenizer.json. Copying to /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC/tokenizer.json
[2024-06-06 23:42:10] INFO gen_config.py:155: Found tokenizer config: /models/Qwen2-7B-Instruct/vocab.json. Copying to /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC/vocab.json
[2024-06-06 23:42:10] INFO gen_config.py:155: Found tokenizer config: /models/Qwen2-7B-Instruct/merges.txt. Copying to /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC/merges.txt
[2024-06-06 23:42:10] INFO gen_config.py:157: Not found tokenizer config: /models/Qwen2-7B-Instruct/added_tokens.json
[2024-06-06 23:42:10] INFO gen_config.py:155: Found tokenizer config: /models/Qwen2-7B-Instruct/tokenizer_config.json. Copying to /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC/tokenizer_config.json
[2024-06-06 23:42:10] INFO gen_config.py:216: Detected tokenizer info: {'token_postproc_method': 'byte_level', 'prepend_space_in_encode': False, 'strip_space_in_decode': False}
[2024-06-06 23:42:10] INFO gen_config.py:32: [System default] Setting presence_penalty: 0.0
[2024-06-06 23:42:10] INFO gen_config.py:32: [System default] Setting frequency_penalty: 0.0
[2024-06-06 23:42:10] INFO gen_config.py:223: Dumping configuration file to: /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC/mlc-chat-config.json
/opt/conda/envs/py310/bin/python -m mlc_llm convert_weight /models/Qwen2-7B-Instruct --quantization q4f16_1 --output /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC
[2024-06-06 23:42:12] INFO auto_config.py:116: Found model configuration: /models/Qwen2-7B-Instruct/config.json
[2024-06-06 23:42:14] INFO auto_device.py:79: Found device: cuda:0
[2024-06-06 23:42:15] INFO auto_device.py:88: Not found device: rocm:0
[2024-06-06 23:42:16] INFO auto_device.py:88: Not found device: metal:0
[2024-06-06 23:42:18] INFO auto_device.py:79: Found device: vulkan:0
[2024-06-06 23:42:18] INFO auto_device.py:79: Found device: vulkan:1
[2024-06-06 23:42:18] INFO auto_device.py:79: Found device: vulkan:2
[2024-06-06 23:42:18] INFO auto_device.py:79: Found device: vulkan:3
[2024-06-06 23:42:20] INFO auto_device.py:88: Not found device: opencl:0
[2024-06-06 23:42:20] INFO auto_device.py:35: Using device: cuda:0
[2024-06-06 23:42:20] INFO auto_weight.py:71: Finding weights in: /models/Qwen2-7B-Instruct
[2024-06-06 23:42:20] INFO auto_weight.py:137: Not found Huggingface PyTorch
[2024-06-06 23:42:20] INFO auto_weight.py:144: Found source weight format: huggingface-safetensor. Source configuration: /models/Qwen2-7B-Instruct/model.safetensors.index.json
[2024-06-06 23:42:20] INFO auto_weight.py:107: Using source weight configuration: /models/Qwen2-7B-Instruct/model.safetensors.index.json. Use `--source` to override.
[2024-06-06 23:42:20] INFO auto_weight.py:111: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-06-06 23:42:20] INFO auto_config.py:154: Found model type: qwen2. Use `--model-type` to override.
[2024-06-06 23:42:20] INFO qwen2_model.py:49: context_window_size not found in config.json. Falling back to max_position_embeddings (32768)
[2024-06-06 23:42:20] INFO qwen2_model.py:66: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
  --config          /models/Qwen2-7B-Instruct/config.json
  --quantization    GroupQuantize(name='q4f16_1', kind='group-quant', group_size=32, quantize_dtype='int4', storage_dtype='uint32', model_dtype='float16', linear_weight_layout='NK', quantize_embedding=True, quantize_final_fc=True, num_elem_per_storage=8, num_storage_per_group=4, max_int_value=7)
  --model-type      qwen2
  --device          cuda:0
  --source          /models/Qwen2-7B-Instruct/model.safetensors.index.json
  --source-format   huggingface-safetensor
  --output          /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC
Start storing to cache /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC

  0%|          | 0/199 [00:00<?, ?it/s]
                                       
[2024-06-06 23:42:22] INFO huggingface_loader.py:185: Loading HF parameters from: /models/Qwen2-7B-Instruct/model-00004-of-00004.safetensors

  0%|          | 0/199 [00:00<?, ?it/s]
                                       
[2024-06-06 23:42:30] INFO group_quantization.py:217: Compiling quantize function for key: ((152064, 3584), float16, cuda, axis=1, output_transpose=False)

  0%|          | 0/199 [00:07<?, ?it/s]
                                       
[2024-06-06 23:42:31] INFO huggingface_loader.py:167: [Quantized] Parameter: "lm_head.q_weight", shape: (152064, 448), dtype: uint32

  0%|          | 0/199 [00:08<?, ?it/s]
                                       
[2024-06-06 23:42:31] INFO huggingface_loader.py:167: [Quantized] Parameter: "lm_head.q_scale", shape: (152064, 112), dtype: float16

  0%|          | 0/199 [00:09<?, ?it/s]
  1%|          | 1/199 [00:09<32:17,  9.78s/it]
                                               
[2024-06-06 23:42:31] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.input_layernorm.weight", shape: (3584,), dtype: float16

  1%|          | 1/199 [00:09<32:17,  9.78s/it]
                                               
[2024-06-06 23:42:32] INFO group_quantization.py:217: Compiling quantize function for key: ((3584, 18944), float16, cuda, axis=1, output_transpose=False)

  1%|          | 1/199 [00:10<32:17,  9.78s/it]
                                               
[2024-06-06 23:42:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

  1%|          | 1/199 [00:10<32:17,  9.78s/it]
                                               
[2024-06-06 23:42:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

  1%|          | 1/199 [00:10<32:17,  9.78s/it]
  2%|▏         | 3/199 [00:10<09:21,  2.87s/it]
                                               
[2024-06-06 23:42:32] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.post_attention_layernorm.weight", shape: (3584,), dtype: float16

  2%|▏         | 3/199 [00:10<09:21,  2.87s/it]
                                               
[2024-06-06 23:42:32] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.input_layernorm.weight", shape: (3584,), dtype: float16

  2%|▏         | 3/199 [00:10<09:21,  2.87s/it]
                                               
[2024-06-06 23:42:33] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

  2%|▏         | 3/199 [00:10<09:21,  2.87s/it]
                                               
[2024-06-06 23:42:33] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

  2%|▏         | 3/199 [00:11<09:21,  2.87s/it]
  3%|β–Ž         | 6/199 [00:11<03:48,  1.19s/it]
                                               
[2024-06-06 23:42:34] INFO group_quantization.py:217: Compiling quantize function for key: ((37888, 3584), float16, cuda, axis=1, output_transpose=False)

  3%|β–Ž         | 6/199 [00:11<03:48,  1.19s/it]
                                               
[2024-06-06 23:42:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

  3%|β–Ž         | 6/199 [00:12<03:48,  1.19s/it]
                                               
[2024-06-06 23:42:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

  3%|β–Ž         | 6/199 [00:12<03:48,  1.19s/it]
  4%|β–Ž         | 7/199 [00:12<04:02,  1.26s/it]
                                               
[2024-06-06 23:42:34] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.post_attention_layernorm.weight", shape: (3584,), dtype: float16

  4%|β–Ž         | 7/199 [00:12<04:02,  1.26s/it]
                                               
[2024-06-06 23:42:34] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.self_attn.c_attn.bias", shape: (4608,), dtype: float16

  4%|β–Ž         | 7/199 [00:12<04:02,  1.26s/it]
                                               
[2024-06-06 23:42:34] INFO group_quantization.py:217: Compiling quantize function for key: ((4608, 3584), float16, cuda, axis=1, output_transpose=False)

  4%|β–Ž         | 7/199 [00:12<04:02,  1.26s/it]
                                               
[2024-06-06 23:42:35] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

  4%|β–Ž         | 7/199 [00:13<04:02,  1.26s/it]
                                               
[2024-06-06 23:42:35] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

  4%|β–Ž         | 7/199 [00:13<04:02,  1.26s/it]
  5%|β–Œ         | 10/199 [00:13<02:18,  1.36it/s]
                                                
[2024-06-06 23:42:35] INFO group_quantization.py:217: Compiling quantize function for key: ((3584, 3584), float16, cuda, axis=1, output_transpose=False)

  5%|β–Œ         | 10/199 [00:13<02:18,  1.36it/s]
                                                
[2024-06-06 23:42:35] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

  5%|β–Œ         | 10/199 [00:13<02:18,  1.36it/s]
                                                
[2024-06-06 23:42:35] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.23.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

  5%|β–Œ         | 10/199 [00:13<02:18,  1.36it/s]
  6%|β–Œ         | 11/199 [00:13<02:10,  1.44it/s]
                                                
[2024-06-06 23:42:35] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.input_layernorm.weight", shape: (3584,), dtype: float16

  6%|β–Œ         | 11/199 [00:13<02:10,  1.44it/s]
                                                
[2024-06-06 23:42:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

  6%|β–Œ         | 11/199 [00:13<02:10,  1.44it/s]
                                                
[2024-06-06 23:42:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

  6%|β–Œ         | 11/199 [00:13<02:10,  1.44it/s]
  7%|β–‹         | 13/199 [00:14<01:36,  1.93it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

  7%|β–‹         | 13/199 [00:15<01:36,  1.93it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

  7%|β–‹         | 13/199 [00:15<01:36,  1.93it/s]
  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.post_attention_layernorm.weight", shape: (3584,), dtype: float16

  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.self_attn.c_attn.bias", shape: (4608,), dtype: float16

  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.24.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

  7%|β–‹         | 14/199 [00:15<02:05,  1.48it/s]
  9%|β–‰         | 18/199 [00:15<01:00,  3.00it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.input_layernorm.weight", shape: (3584,), dtype: float16

  9%|β–‰         | 18/199 [00:15<01:00,  3.00it/s]
                                                
[2024-06-06 23:42:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

  9%|β–‰         | 18/199 [00:15<01:00,  3.00it/s]
                                                
[2024-06-06 23:42:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

  9%|β–‰         | 18/199 [00:15<01:00,  3.00it/s]
 10%|β–ˆ         | 20/199 [00:15<00:52,  3.43it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 10%|β–ˆ         | 20/199 [00:16<00:52,  3.43it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 10%|β–ˆ         | 20/199 [00:17<00:52,  3.43it/s]
 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.25.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 11%|β–ˆ         | 21/199 [00:17<01:22,  2.16it/s]
 13%|β–ˆβ–Ž        | 25/199 [00:17<00:44,  3.93it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.input_layernorm.weight", shape: (3584,), dtype: float16

 13%|β–ˆβ–Ž        | 25/199 [00:17<00:44,  3.93it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 13%|β–ˆβ–Ž        | 25/199 [00:17<00:44,  3.93it/s]
                                                
[2024-06-06 23:42:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 13%|β–ˆβ–Ž        | 25/199 [00:17<00:44,  3.93it/s]
 14%|β–ˆβ–Ž        | 27/199 [00:17<00:40,  4.27it/s]
                                                
[2024-06-06 23:42:40] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 14%|β–ˆβ–Ž        | 27/199 [00:18<00:40,  4.27it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 14%|β–ˆβ–Ž        | 27/199 [00:18<00:40,  4.27it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 14%|β–ˆβ–Ž        | 27/199 [00:18<00:40,  4.27it/s]
 15%|β–ˆβ–        | 29/199 [00:18<00:57,  2.96it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 15%|β–ˆβ–        | 29/199 [00:18<00:57,  2.96it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 15%|β–ˆβ–        | 29/199 [00:18<00:57,  2.96it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 15%|β–ˆβ–        | 29/199 [00:18<00:57,  2.96it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 15%|β–ˆβ–        | 29/199 [00:19<00:57,  2.96it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.26.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 15%|β–ˆβ–        | 29/199 [00:19<00:57,  2.96it/s]
 16%|β–ˆβ–Œ        | 32/199 [00:19<00:38,  4.37it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.input_layernorm.weight", shape: (3584,), dtype: float16

 16%|β–ˆβ–Œ        | 32/199 [00:19<00:38,  4.37it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 16%|β–ˆβ–Œ        | 32/199 [00:19<00:38,  4.37it/s]
                                                
[2024-06-06 23:42:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 16%|β–ˆβ–Œ        | 32/199 [00:19<00:38,  4.37it/s]
 17%|β–ˆβ–‹        | 34/199 [00:19<00:35,  4.67it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 17%|β–ˆβ–‹        | 34/199 [00:20<00:35,  4.67it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 17%|β–ˆβ–‹        | 34/199 [00:20<00:35,  4.67it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 17%|β–ˆβ–‹        | 34/199 [00:20<00:35,  4.67it/s]
 18%|β–ˆβ–Š        | 36/199 [00:20<00:50,  3.25it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 18%|β–ˆβ–Š        | 36/199 [00:20<00:50,  3.25it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 18%|β–ˆβ–Š        | 36/199 [00:20<00:50,  3.25it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 18%|β–ˆβ–Š        | 36/199 [00:20<00:50,  3.25it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 18%|β–ˆβ–Š        | 36/199 [00:20<00:50,  3.25it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.27.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 18%|β–ˆβ–Š        | 36/199 [00:20<00:50,  3.25it/s]
 20%|β–ˆβ–‰        | 39/199 [00:20<00:33,  4.76it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.norm.weight", shape: (3584,), dtype: float16

 20%|β–ˆβ–‰        | 39/199 [00:20<00:33,  4.76it/s]
                                                
[2024-06-06 23:42:42] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Qwen2-7B-Instruct/model-00004-of-00004.safetensors

 20%|β–ˆβ–‰        | 39/199 [00:20<00:33,  4.76it/s]
                                                
[2024-06-06 23:42:43] INFO huggingface_loader.py:185: Loading HF parameters from: /models/Qwen2-7B-Instruct/model-00001-of-00004.safetensors

 20%|β–ˆβ–‰        | 39/199 [00:21<00:33,  4.76it/s]
                                                
[2024-06-06 23:42:50] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.embed_tokens.q_weight", shape: (152064, 448), dtype: uint32

 20%|β–ˆβ–‰        | 39/199 [00:28<00:33,  4.76it/s]
                                                
[2024-06-06 23:42:51] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.embed_tokens.q_scale", shape: (152064, 112), dtype: float16

 20%|β–ˆβ–‰        | 39/199 [00:29<00:33,  4.76it/s]
 21%|β–ˆβ–ˆ        | 41/199 [00:29<03:25,  1.30s/it]
                                                
[2024-06-06 23:42:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.0.input_layernorm.weight", shape: (3584,), dtype: float16

 21%|β–ˆβ–ˆ        | 41/199 [00:29<03:25,  1.30s/it]
                                                
[2024-06-06 23:42:52] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 21%|β–ˆβ–ˆ        | 41/199 [00:29<03:25,  1.30s/it]
                                                
[2024-06-06 23:42:52] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 21%|β–ˆβ–ˆ        | 41/199 [00:29<03:25,  1.30s/it]
 22%|β–ˆβ–ˆβ–       | 43/199 [00:29<02:38,  1.02s/it]
                                                
[2024-06-06 23:42:53] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 22%|β–ˆβ–ˆβ–       | 43/199 [00:31<02:38,  1.02s/it]
                                                
[2024-06-06 23:42:53] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 22%|β–ˆβ–ˆβ–       | 43/199 [00:31<02:38,  1.02s/it]
 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
                                                
[2024-06-06 23:42:53] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.0.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
                                                
[2024-06-06 23:42:53] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.0.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
                                                
[2024-06-06 23:42:53] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
                                                
[2024-06-06 23:42:53] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
                                                
[2024-06-06 23:42:54] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
                                                
[2024-06-06 23:42:54] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.0.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 22%|β–ˆβ–ˆβ–       | 44/199 [00:31<02:55,  1.13s/it]
 24%|β–ˆβ–ˆβ–       | 48/199 [00:31<01:30,  1.66it/s]
                                                
[2024-06-06 23:42:54] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.1.input_layernorm.weight", shape: (3584,), dtype: float16

 24%|β–ˆβ–ˆβ–       | 48/199 [00:31<01:30,  1.66it/s]
                                                
[2024-06-06 23:42:54] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 24%|β–ˆβ–ˆβ–       | 48/199 [00:32<01:30,  1.66it/s]
                                                
[2024-06-06 23:42:54] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 24%|β–ˆβ–ˆβ–       | 48/199 [00:32<01:30,  1.66it/s]
 25%|β–ˆβ–ˆβ–Œ       | 50/199 [00:32<01:14,  2.00it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 25%|β–ˆβ–ˆβ–Œ       | 50/199 [00:33<01:14,  2.00it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 25%|β–ˆβ–ˆβ–Œ       | 50/199 [00:34<01:14,  2.00it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.1.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 25%|β–ˆβ–ˆβ–Œ       | 50/199 [00:34<01:14,  2.00it/s]
 26%|β–ˆβ–ˆβ–Œ       | 52/199 [00:34<01:30,  1.62it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.1.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 26%|β–ˆβ–ˆβ–Œ       | 52/199 [00:34<01:30,  1.62it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 26%|β–ˆβ–ˆβ–Œ       | 52/199 [00:34<01:30,  1.62it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 26%|β–ˆβ–ˆβ–Œ       | 52/199 [00:34<01:30,  1.62it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 26%|β–ˆβ–ˆβ–Œ       | 52/199 [00:34<01:30,  1.62it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.1.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 26%|β–ˆβ–ˆβ–Œ       | 52/199 [00:34<01:30,  1.62it/s]
 28%|β–ˆβ–ˆβ–Š       | 55/199 [00:34<00:58,  2.44it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.2.input_layernorm.weight", shape: (3584,), dtype: float16

 28%|β–ˆβ–ˆβ–Š       | 55/199 [00:34<00:58,  2.44it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 28%|β–ˆβ–ˆβ–Š       | 55/199 [00:34<00:58,  2.44it/s]
                                                
[2024-06-06 23:42:56] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 28%|β–ˆβ–ˆβ–Š       | 55/199 [00:34<00:58,  2.44it/s]
 29%|β–ˆβ–ˆβ–Š       | 57/199 [00:34<00:50,  2.80it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 29%|β–ˆβ–ˆβ–Š       | 57/199 [00:36<00:50,  2.80it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 29%|β–ˆβ–ˆβ–Š       | 57/199 [00:36<00:50,  2.80it/s]
 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.2.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.2.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.2.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 29%|β–ˆβ–ˆβ–‰       | 58/199 [00:36<01:22,  1.71it/s]
 31%|β–ˆβ–ˆβ–ˆ       | 62/199 [00:36<00:44,  3.08it/s]
                                                
[2024-06-06 23:42:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.3.input_layernorm.weight", shape: (3584,), dtype: float16

 31%|β–ˆβ–ˆβ–ˆ       | 62/199 [00:36<00:44,  3.08it/s]
                                                
[2024-06-06 23:42:59] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 31%|β–ˆβ–ˆβ–ˆ       | 62/199 [00:36<00:44,  3.08it/s]
                                                
[2024-06-06 23:42:59] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 31%|β–ˆβ–ˆβ–ˆ       | 62/199 [00:36<00:44,  3.08it/s]
 32%|β–ˆβ–ˆβ–ˆβ–      | 64/199 [00:36<00:39,  3.42it/s]
                                                
[2024-06-06 23:43:00] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 32%|β–ˆβ–ˆβ–ˆβ–      | 64/199 [00:38<00:39,  3.42it/s]
                                                
[2024-06-06 23:43:00] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 32%|β–ˆβ–ˆβ–ˆβ–      | 64/199 [00:38<00:39,  3.42it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.3.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 32%|β–ˆβ–ˆβ–ˆβ–      | 64/199 [00:38<00:39,  3.42it/s]
 33%|β–ˆβ–ˆβ–ˆβ–Ž      | 66/199 [00:38<01:00,  2.18it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.3.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 33%|β–ˆβ–ˆβ–ˆβ–Ž      | 66/199 [00:38<01:00,  2.18it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 33%|β–ˆβ–ˆβ–ˆβ–Ž      | 66/199 [00:38<01:00,  2.18it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 33%|β–ˆβ–ˆβ–ˆβ–Ž      | 66/199 [00:38<01:00,  2.18it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 33%|β–ˆβ–ˆβ–ˆβ–Ž      | 66/199 [00:38<01:00,  2.18it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.3.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 33%|β–ˆβ–ˆβ–ˆβ–Ž      | 66/199 [00:38<01:00,  2.18it/s]
 35%|β–ˆβ–ˆβ–ˆβ–      | 69/199 [00:38<00:40,  3.25it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.4.input_layernorm.weight", shape: (3584,), dtype: float16

 35%|β–ˆβ–ˆβ–ˆβ–      | 69/199 [00:38<00:40,  3.25it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 35%|β–ˆβ–ˆβ–ˆβ–      | 69/199 [00:39<00:40,  3.25it/s]
                                                
[2024-06-06 23:43:01] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 35%|β–ˆβ–ˆβ–ˆβ–      | 69/199 [00:39<00:40,  3.25it/s]
 36%|β–ˆβ–ˆβ–ˆβ–Œ      | 71/199 [00:39<00:35,  3.58it/s]
                                                
[2024-06-06 23:43:02] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 36%|β–ˆβ–ˆβ–ˆβ–Œ      | 71/199 [00:40<00:35,  3.58it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 36%|β–ˆβ–ˆβ–ˆβ–Œ      | 71/199 [00:40<00:35,  3.58it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.4.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 36%|β–ˆβ–ˆβ–ˆβ–Œ      | 71/199 [00:40<00:35,  3.58it/s]
 37%|β–ˆβ–ˆβ–ˆβ–‹      | 73/199 [00:40<00:51,  2.43it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.4.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 37%|β–ˆβ–ˆβ–ˆβ–‹      | 73/199 [00:40<00:51,  2.43it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 37%|β–ˆβ–ˆβ–ˆβ–‹      | 73/199 [00:40<00:51,  2.43it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 37%|β–ˆβ–ˆβ–ˆβ–‹      | 73/199 [00:40<00:51,  2.43it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 37%|β–ˆβ–ˆβ–ˆβ–‹      | 73/199 [00:41<00:51,  2.43it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.4.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 37%|β–ˆβ–ˆβ–ˆβ–‹      | 73/199 [00:41<00:51,  2.43it/s]
 38%|β–ˆβ–ˆβ–ˆβ–Š      | 76/199 [00:41<00:33,  3.62it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.5.input_layernorm.weight", shape: (3584,), dtype: float16

 38%|β–ˆβ–ˆβ–ˆβ–Š      | 76/199 [00:41<00:33,  3.62it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 38%|β–ˆβ–ˆβ–ˆβ–Š      | 76/199 [00:41<00:33,  3.62it/s]
                                                
[2024-06-06 23:43:03] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 38%|β–ˆβ–ˆβ–ˆβ–Š      | 76/199 [00:41<00:33,  3.62it/s]
 39%|β–ˆβ–ˆβ–ˆβ–‰      | 78/199 [00:41<00:30,  4.00it/s]
                                                
[2024-06-06 23:43:04] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 39%|β–ˆβ–ˆβ–ˆβ–‰      | 78/199 [00:42<00:30,  4.00it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 39%|β–ˆβ–ˆβ–ˆβ–‰      | 78/199 [00:42<00:30,  4.00it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.5.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 39%|β–ˆβ–ˆβ–ˆβ–‰      | 78/199 [00:43<00:30,  4.00it/s]
 40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 80/199 [00:43<00:48,  2.47it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.5.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 80/199 [00:43<00:48,  2.47it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 80/199 [00:43<00:48,  2.47it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 80/199 [00:43<00:48,  2.47it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 80/199 [00:43<00:48,  2.47it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.5.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 80/199 [00:43<00:48,  2.47it/s]
 42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 83/199 [00:43<00:31,  3.67it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.6.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 83/199 [00:43<00:31,  3.67it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 83/199 [00:43<00:31,  3.67it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 42%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 83/199 [00:43<00:31,  3.67it/s]
 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 85/199 [00:43<00:25,  4.51it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 85/199 [00:43<00:25,  4.51it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 85/199 [00:43<00:25,  4.51it/s]
                                                
[2024-06-06 23:43:05] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Qwen2-7B-Instruct/model-00001-of-00004.safetensors

 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 85/199 [00:43<00:25,  4.51it/s]
                                                
[2024-06-06 23:43:06] INFO huggingface_loader.py:185: Loading HF parameters from: /models/Qwen2-7B-Instruct/model-00002-of-00004.safetensors

 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 85/199 [00:43<00:25,  4.51it/s]
                                                
[2024-06-06 23:43:10] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.10.input_layernorm.weight", shape: (3584,), dtype: float16

 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 85/199 [00:48<00:25,  4.51it/s]
 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 87/199 [00:48<01:34,  1.19it/s]
                                                
[2024-06-06 23:43:10] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 87/199 [00:48<01:34,  1.19it/s]
                                                
[2024-06-06 23:43:10] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 87/199 [00:48<01:34,  1.19it/s]
 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 88/199 [00:48<01:24,  1.31it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 88/199 [00:49<01:24,  1.31it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 88/199 [00:50<01:24,  1.31it/s]
 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.10.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.10.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.10.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 89/199 [00:50<01:38,  1.11it/s]
 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 93/199 [00:50<00:48,  2.18it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.11.input_layernorm.weight", shape: (3584,), dtype: float16

 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 93/199 [00:50<00:48,  2.18it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 93/199 [00:50<00:48,  2.18it/s]
                                                
[2024-06-06 23:43:12] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 93/199 [00:50<00:48,  2.18it/s]
 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 95/199 [00:50<00:39,  2.62it/s]
                                                
[2024-06-06 23:43:13] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 95/199 [00:51<00:39,  2.62it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 95/199 [00:51<00:39,  2.62it/s]
 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:51<00:51,  1.99it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.11.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:51<00:51,  1.99it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.11.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:51<00:51,  1.99it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:51<00:51,  1.99it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:51<00:51,  1.99it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:51<00:51,  1.99it/s]
                                                
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.11.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 96/199 [00:52<00:51,  1.99it/s]
 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 100/199 [00:52<00:28,  3.50it/s]
                                                 
[2024-06-06 23:43:14] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.12.input_layernorm.weight", shape: (3584,), dtype: float16

 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 100/199 [00:52<00:28,  3.50it/s]
                                                 
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 100/199 [00:52<00:28,  3.50it/s]
                                                 
[2024-06-06 23:43:14] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 100/199 [00:52<00:28,  3.50it/s]
 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 102/199 [00:52<00:24,  3.89it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 102/199 [00:53<00:24,  3.89it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 102/199 [00:53<00:24,  3.89it/s]
 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.12.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.12.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.12.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 103/199 [00:53<00:34,  2.79it/s]
 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 107/199 [00:53<00:19,  4.71it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.13.input_layernorm.weight", shape: (3584,), dtype: float16

 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 107/199 [00:53<00:19,  4.71it/s]
                                                 
[2024-06-06 23:43:15] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 107/199 [00:53<00:19,  4.71it/s]
                                                 
[2024-06-06 23:43:16] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 107/199 [00:53<00:19,  4.71it/s]
 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 109/199 [00:53<00:18,  4.94it/s]
                                                 
[2024-06-06 23:43:16] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 109/199 [00:54<00:18,  4.94it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 109/199 [00:54<00:18,  4.94it/s]
 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:54<00:29,  3.00it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.13.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:54<00:29,  3.00it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.13.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:54<00:29,  3.00it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:54<00:29,  3.00it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:54<00:29,  3.00it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:55<00:29,  3.00it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.13.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 110/199 [00:55<00:29,  3.00it/s]
 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 114/199 [00:55<00:17,  4.96it/s]
                                                 
[2024-06-06 23:43:17] INFO huggingface_loader.py:185: Loading HF parameters from: /models/Qwen2-7B-Instruct/model-00003-of-00004.safetensors

 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 114/199 [00:55<00:17,  4.96it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 114/199 [01:00<00:17,  4.96it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 114/199 [01:00<00:17,  4.96it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.14.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 114/199 [01:00<00:17,  4.96it/s]
 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 116/199 [01:00<01:09,  1.20it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 116/199 [01:00<01:09,  1.20it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 116/199 [01:00<01:09,  1.20it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 116/199 [01:00<01:09,  1.20it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 116/199 [01:00<01:09,  1.20it/s]
 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 118/199 [01:00<00:51,  1.59it/s]
                                                 
[2024-06-06 23:43:22] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.6.input_layernorm.weight", shape: (3584,), dtype: float16

 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 118/199 [01:00<00:51,  1.59it/s]
                                                 
[2024-06-06 23:43:23] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 118/199 [01:00<00:51,  1.59it/s]
                                                 
[2024-06-06 23:43:23] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 118/199 [01:01<00:51,  1.59it/s]
 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 120/199 [01:01<00:40,  1.94it/s]
                                                 
[2024-06-06 23:43:24] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 120/199 [01:02<00:40,  1.94it/s]
                                                 
[2024-06-06 23:43:24] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.6.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 120/199 [01:02<00:40,  1.94it/s]
 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 121/199 [01:02<00:53,  1.47it/s]
                                                 
[2024-06-06 23:43:24] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.6.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 121/199 [01:02<00:53,  1.47it/s]
                                                 
[2024-06-06 23:43:24] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.7.input_layernorm.weight", shape: (3584,), dtype: float16

 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 121/199 [01:02<00:53,  1.47it/s]
                                                 
[2024-06-06 23:43:25] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 121/199 [01:02<00:53,  1.47it/s]
                                                 
[2024-06-06 23:43:25] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 121/199 [01:02<00:53,  1.47it/s]
 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 124/199 [01:02<00:33,  2.23it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 124/199 [01:04<00:33,  2.23it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 124/199 [01:04<00:33,  2.23it/s]
 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 125/199 [01:04<00:43,  1.68it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.7.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 125/199 [01:04<00:43,  1.68it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.7.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 125/199 [01:04<00:43,  1.68it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 125/199 [01:04<00:43,  1.68it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 125/199 [01:04<00:43,  1.68it/s]
 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 128/199 [01:04<00:26,  2.73it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 128/199 [01:04<00:26,  2.73it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.7.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 128/199 [01:04<00:26,  2.73it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.8.input_layernorm.weight", shape: (3584,), dtype: float16

 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 128/199 [01:04<00:26,  2.73it/s]
                                                 
[2024-06-06 23:43:26] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 128/199 [01:04<00:26,  2.73it/s]
                                                 
[2024-06-06 23:43:27] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 128/199 [01:04<00:26,  2.73it/s]
 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 131/199 [01:04<00:19,  3.56it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 131/199 [01:06<00:19,  3.56it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ   | 131/199 [01:06<00:19,  3.56it/s]
 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 132/199 [01:06<00:30,  2.21it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.8.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 132/199 [01:06<00:30,  2.21it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.8.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 132/199 [01:06<00:30,  2.21it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 132/199 [01:06<00:30,  2.21it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 132/199 [01:06<00:30,  2.21it/s]
 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 135/199 [01:06<00:18,  3.41it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 135/199 [01:06<00:18,  3.41it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.8.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 135/199 [01:06<00:18,  3.41it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.input_layernorm.weight", shape: (3584,), dtype: float16

 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 135/199 [01:06<00:18,  3.41it/s]
                                                 
[2024-06-06 23:43:28] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 135/199 [01:06<00:18,  3.41it/s]
                                                 
[2024-06-06 23:43:29] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 135/199 [01:06<00:18,  3.41it/s]
 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 138/199 [01:06<00:14,  4.25it/s]
                                                 
[2024-06-06 23:43:29] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 138/199 [01:07<00:14,  4.25it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 138/199 [01:07<00:14,  4.25it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰   | 138/199 [01:07<00:14,  4.25it/s]
 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 140/199 [01:07<00:19,  3.08it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 140/199 [01:07<00:19,  3.08it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 140/199 [01:08<00:19,  3.08it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 140/199 [01:08<00:19,  3.08it/s]
 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 142/199 [01:08<00:14,  3.92it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 142/199 [01:08<00:14,  3.92it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.9.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 142/199 [01:08<00:14,  3.92it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.14.input_layernorm.weight", shape: (3584,), dtype: float16

 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 142/199 [01:08<00:14,  3.92it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 142/199 [01:08<00:14,  3.92it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.14.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 142/199 [01:08<00:14,  3.92it/s]
 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 145/199 [01:08<00:11,  4.77it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.14.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 145/199 [01:08<00:11,  4.77it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.15.input_layernorm.weight", shape: (3584,), dtype: float16

 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 145/199 [01:08<00:11,  4.77it/s]
                                                 
[2024-06-06 23:43:30] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 145/199 [01:08<00:11,  4.77it/s]
                                                 
[2024-06-06 23:43:31] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 145/199 [01:08<00:11,  4.77it/s]
 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 148/199 [01:08<00:08,  5.68it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 148/199 [01:10<00:08,  5.68it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 148/199 [01:10<00:08,  5.68it/s]
 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 149/199 [01:10<00:17,  2.82it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.15.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 149/199 [01:10<00:17,  2.82it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.15.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 149/199 [01:10<00:17,  2.82it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 149/199 [01:10<00:17,  2.82it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 149/199 [01:10<00:17,  2.82it/s]
 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 152/199 [01:10<00:11,  4.15it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 152/199 [01:10<00:11,  4.15it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.15.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 152/199 [01:10<00:11,  4.15it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.16.input_layernorm.weight", shape: (3584,), dtype: float16

 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 152/199 [01:10<00:11,  4.15it/s]
                                                 
[2024-06-06 23:43:32] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 152/199 [01:10<00:11,  4.15it/s]
                                                 
[2024-06-06 23:43:33] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 152/199 [01:10<00:11,  4.15it/s]
 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 155/199 [01:10<00:09,  4.84it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 155/199 [01:12<00:09,  4.84it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 155/199 [01:12<00:09,  4.84it/s]
 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 156/199 [01:12<00:17,  2.52it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.16.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 156/199 [01:12<00:17,  2.52it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.16.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 156/199 [01:12<00:17,  2.52it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 156/199 [01:12<00:17,  2.52it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 156/199 [01:12<00:17,  2.52it/s]
 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 159/199 [01:12<00:10,  3.79it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 159/199 [01:12<00:10,  3.79it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.16.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 159/199 [01:12<00:10,  3.79it/s]
                                                 
[2024-06-06 23:43:34] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.17.input_layernorm.weight", shape: (3584,), dtype: float16

 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 159/199 [01:12<00:10,  3.79it/s]
                                                 
[2024-06-06 23:43:35] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 159/199 [01:12<00:10,  3.79it/s]
                                                 
[2024-06-06 23:43:35] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰  | 159/199 [01:12<00:10,  3.79it/s]
 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 162/199 [01:12<00:08,  4.60it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 162/199 [01:13<00:08,  4.60it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 162/199 [01:14<00:08,  4.60it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.17.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 162/199 [01:14<00:08,  4.60it/s]
 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/199 [01:14<00:11,  3.14it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.17.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/199 [01:14<00:11,  3.14it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/199 [01:14<00:11,  3.14it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/199 [01:14<00:11,  3.14it/s]
 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 166/199 [01:14<00:08,  3.96it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 166/199 [01:14<00:08,  3.96it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.17.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 166/199 [01:14<00:08,  3.96it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.input_layernorm.weight", shape: (3584,), dtype: float16

 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 166/199 [01:14<00:08,  3.96it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 166/199 [01:14<00:08,  3.96it/s]
                                                 
[2024-06-06 23:43:36] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 166/199 [01:14<00:08,  3.96it/s]
 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 169/199 [01:14<00:06,  4.77it/s]
                                                 
[2024-06-06 23:43:37] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 169/199 [01:15<00:06,  4.77it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 169/199 [01:15<00:06,  4.77it/s]
 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 170/199 [01:15<00:10,  2.81it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 170/199 [01:15<00:10,  2.81it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 170/199 [01:15<00:10,  2.81it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 170/199 [01:16<00:10,  2.81it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 170/199 [01:16<00:10,  2.81it/s]
 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 173/199 [01:16<00:06,  4.23it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 173/199 [01:16<00:06,  4.23it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.18.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 173/199 [01:16<00:06,  4.23it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.input_layernorm.weight", shape: (3584,), dtype: float16

 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 173/199 [01:16<00:06,  4.23it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 173/199 [01:16<00:06,  4.23it/s]
                                                 
[2024-06-06 23:43:38] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 173/199 [01:16<00:06,  4.23it/s]
 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 176/199 [01:16<00:04,  4.89it/s]
                                                 
[2024-06-06 23:43:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 176/199 [01:17<00:04,  4.89it/s]
                                                 
[2024-06-06 23:43:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 176/199 [01:17<00:04,  4.89it/s]
 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 177/199 [01:17<00:07,  2.85it/s]
                                                 
[2024-06-06 23:43:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 177/199 [01:17<00:07,  2.85it/s]
                                                 
[2024-06-06 23:43:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 177/199 [01:17<00:07,  2.85it/s]
                                                 
[2024-06-06 23:43:39] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 177/199 [01:17<00:07,  2.85it/s]
                                                 
[2024-06-06 23:43:40] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 177/199 [01:17<00:07,  2.85it/s]
 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 180/199 [01:17<00:04,  4.27it/s]
                                                 
[2024-06-06 23:43:40] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 180/199 [01:17<00:04,  4.27it/s]
                                                 
[2024-06-06 23:43:40] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.19.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 180/199 [01:17<00:04,  4.27it/s]
                                                 
[2024-06-06 23:43:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.input_layernorm.weight", shape: (3584,), dtype: float16

 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 180/199 [01:17<00:04,  4.27it/s]
                                                 
[2024-06-06 23:43:40] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 180/199 [01:18<00:04,  4.27it/s]
                                                 
[2024-06-06 23:43:40] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 180/199 [01:18<00:04,  4.27it/s]
 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/199 [01:18<00:03,  5.05it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/199 [01:19<00:03,  5.05it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/199 [01:19<00:03,  5.05it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/199 [01:19<00:03,  5.05it/s]
 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 185/199 [01:19<00:03,  3.56it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 185/199 [01:19<00:03,  3.56it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 185/199 [01:19<00:03,  3.56it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 185/199 [01:19<00:03,  3.56it/s]
 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 187/199 [01:19<00:02,  4.45it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 187/199 [01:19<00:02,  4.45it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.20.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 187/199 [01:19<00:02,  4.45it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.input_layernorm.weight", shape: (3584,), dtype: float16

 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 187/199 [01:19<00:02,  4.45it/s]
                                                 
[2024-06-06 23:43:41] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.mlp.down_proj.q_weight", shape: (3584, 2368), dtype: uint32

 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 187/199 [01:19<00:02,  4.45it/s]
                                                 
[2024-06-06 23:43:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.mlp.down_proj.q_scale", shape: (3584, 592), dtype: float16

 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 187/199 [01:19<00:02,  4.45it/s]
 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 190/199 [01:19<00:01,  5.24it/s]
                                                 
[2024-06-06 23:43:42] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 190/199 [01:20<00:01,  5.24it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 190/199 [01:20<00:01,  5.24it/s]
 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 191/199 [01:20<00:02,  3.01it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.post_attention_layernorm.weight", shape: (3584,), dtype: float16

 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 191/199 [01:20<00:02,  3.01it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 191/199 [01:20<00:02,  3.01it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 191/199 [01:21<00:02,  3.01it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 191/199 [01:21<00:02,  3.01it/s]
 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 194/199 [01:21<00:01,  4.51it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 194/199 [01:21<00:01,  4.51it/s]
                                                 
[2024-06-06 23:43:43] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.21.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 194/199 [01:21<00:01,  4.51it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.mlp.gate_up_proj.q_weight", shape: (37888, 448), dtype: uint32

 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 194/199 [01:22<00:01,  4.51it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.mlp.gate_up_proj.q_scale", shape: (37888, 112), dtype: float16

 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 194/199 [01:22<00:01,  4.51it/s]
 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 196/199 [01:22<00:01,  2.95it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.self_attn.c_attn.bias", shape: (4608,), dtype: float16

 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 196/199 [01:22<00:01,  2.95it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.self_attn.c_attn.q_weight", shape: (4608, 448), dtype: uint32

 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 196/199 [01:22<00:01,  2.95it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.self_attn.c_attn.q_scale", shape: (4608, 112), dtype: float16

 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 196/199 [01:22<00:01,  2.95it/s]
 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 198/199 [01:22<00:00,  3.78it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.self_attn.o_proj.q_weight", shape: (3584, 448), dtype: uint32

 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 198/199 [01:22<00:00,  3.78it/s]
                                                 
[2024-06-06 23:43:44] INFO huggingface_loader.py:167: [Quantized] Parameter: "model.layers.22.self_attn.o_proj.q_scale", shape: (3584, 112), dtype: float16

 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 198/199 [01:22<00:00,  3.78it/s]
100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 199/199 [01:22<00:00,  2.41it/s]
[2024-06-06 23:43:44] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Qwen2-7B-Instruct/model-00002-of-00004.safetensors
[2024-06-06 23:43:45] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Qwen2-7B-Instruct/model-00003-of-00004.safetensors
[2024-06-06 23:43:45] INFO stats.py:77: Time usage: HF loading: 17.289 sec; Pre-quantization mapping: 48.744 sec; Quantization: 3.234 sec
[2024-06-06 23:43:45] INFO stats.py:91: RAM usage: Peak RAM: 14.397 GB. Total bytes loaded from disk: 28.370 GB
[2024-06-06 23:43:45] INFO convert_weight.py:155: Parameter size after quantization: 3.990 GB
[2024-06-06 23:43:45] INFO convert_weight.py:160: Total parameters: 7,615,616,512
[2024-06-06 23:43:45] INFO convert_weight.py:161: Bits per parameter: 4.501
[2024-06-06 23:43:45] INFO convert_weight.py:166: Saved to directory: /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC

All finished, 88 total shards committed, record saved to /models/mlc-delivery/hf/mlc-ai/Qwen2-7B-Instruct-q4f16_1-MLC/ndarray-cache.json