Hugging Face's logo

UniversalAlgorithmic
/
SPG

TensorBoard
Safetensors
Model card Files Metrics Community
1
UniversalAlgorithmic commited on
Commit
ae2c15b
·
verified ·
1 Parent(s): 92d020c

Delete qqp

Browse files
Files changed (14) hide show
  1. qqp/README.md +0 -79
  2. qqp/all_results.json +0 -17
  3. qqp/config.json +0 -32
  4. qqp/eval_results.json +0 -11
  5. qqp/model.safetensors +0 -3
  6. qqp/runs/May14_17-08-38_cs-Precision-7960-Tower/events.out.tfevents.1747256924.cs-Precision-7960-Tower.131796.0 +0 -3
  7. qqp/runs/May14_17-08-38_cs-Precision-7960-Tower/events.out.tfevents.1747277032.cs-Precision-7960-Tower.131796.1 +0 -3
  8. qqp/special_tokens_map.json +0 -7
  9. qqp/tokenizer.json +0 -0
  10. qqp/tokenizer_config.json +0 -56
  11. qqp/train_results.json +0 -9
  12. qqp/trainer_state.json +0 -1631
  13. qqp/training_args.bin +0 -3
  14. qqp/vocab.txt +0 -0
qqp/README.md DELETED
@@ -1,79 +0,0 @@
1
- ---
2
- library_name: transformers
3
- language:
4
- - en
5
- license: apache-2.0
6
- base_model: google-bert/bert-base-cased
7
- tags:
8
- - generated_from_trainer
9
- datasets:
10
- - glue
11
- metrics:
12
- - accuracy
13
- - f1
14
- model-index:
15
- - name: qqp
16
- results:
17
- - task:
18
- name: Text Classification
19
- type: text-classification
20
- dataset:
21
- name: GLUE QQP
22
- type: glue
23
- args: qqp
24
- metrics:
25
- - name: Accuracy
26
- type: accuracy
27
- value: 0.9088053425674004
28
- - name: F1
29
- type: f1
30
- value: 0.8766435812506274
31
- ---
32
-
33
- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
34
- should probably proofread and complete it, then remove this comment. -->
35
-
36
- # qqp
37
-
38
- This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the GLUE QQP dataset.
39
- It achieves the following results on the evaluation set:
40
- - Loss: 0.5929
41
- - Accuracy: 0.9088
42
- - F1: 0.8766
43
- - Combined Score: 0.8927
44
-
45
- ## Model description
46
-
47
- More information needed
48
-
49
- ## Intended uses & limitations
50
-
51
- More information needed
52
-
53
- ## Training and evaluation data
54
-
55
- More information needed
56
-
57
- ## Training procedure
58
-
59
- ### Training hyperparameters
60
-
61
- The following hyperparameters were used during training:
62
- - learning_rate: 1e-05
63
- - train_batch_size: 32
64
- - eval_batch_size: 8
65
- - seed: 42
66
- - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
67
- - lr_scheduler_type: linear
68
- - num_epochs: 10.0
69
-
70
- ### Training results
71
-
72
-
73
-
74
- ### Framework versions
75
-
76
- - Transformers 4.49.0
77
- - Pytorch 2.6.0+cu118
78
- - Datasets 3.3.1
79
- - Tokenizers 0.21.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
qqp/all_results.json DELETED
@@ -1,17 +0,0 @@
1
- {
2
- "epoch": 10.0,
3
- "eval_accuracy": 0.9088053425674004,
4
- "eval_combined_score": 0.8927244619090139,
5
- "eval_f1": 0.8766435812506274,
6
- "eval_loss": 0.5928972363471985,
7
- "eval_runtime": 78.1295,
8
- "eval_samples": 40430,
9
- "eval_samples_per_second": 517.474,
10
- "eval_steps_per_second": 64.687,
11
- "total_flos": 2.4428070234989568e+17,
12
- "train_loss": 0.1514742186763295,
13
- "train_runtime": 20029.6511,
14
- "train_samples": 363846,
15
- "train_samples_per_second": 181.654,
16
- "train_steps_per_second": 5.677
17
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
qqp/config.json DELETED
@@ -1,32 +0,0 @@
1
- {
2
- "_name_or_path": "google-bert/bert-base-cased",
3
- "architectures": [
4
- "BertForSequenceClassification"
5
- ],
6
- "attention_probs_dropout_prob": 0.1,
7
- "classifier_dropout": null,
8
- "finetuning_task": "qqp",
9
- "gradient_checkpointing": false,
10
- "hidden_act": "gelu",
11
- "hidden_dropout_prob": 0.1,
12
- "hidden_size": 768,
13
- "initializer_range": 0.02,
14
- "intermediate_size": 3072,
15
- "label2id": {
16
- "duplicate": 1,
17
- "not_duplicate": 0
18
- },
19
- "layer_norm_eps": 1e-12,
20
- "max_position_embeddings": 512,
21
- "model_type": "bert",
22
- "num_attention_heads": 12,
23
- "num_hidden_layers": 12,
24
- "pad_token_id": 0,
25
- "position_embedding_type": "absolute",
26
- "problem_type": "single_label_classification",
27
- "torch_dtype": "float32",
28
- "transformers_version": "4.49.0",
29
- "type_vocab_size": 2,
30
- "use_cache": true,
31
- "vocab_size": 28996
32
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
qqp/eval_results.json DELETED
@@ -1,11 +0,0 @@
1
- {
2
- "epoch": 10.0,
3
- "eval_accuracy": 0.9088053425674004,
4
- "eval_combined_score": 0.8927244619090139,
5
- "eval_f1": 0.8766435812506274,
6
- "eval_loss": 0.5928972363471985,
7
- "eval_runtime": 78.1295,
8
- "eval_samples": 40430,
9
- "eval_samples_per_second": 517.474,
10
- "eval_steps_per_second": 64.687
11
- }
 
 
 
 
 
 
 
 
 
 
 
 
qqp/model.safetensors DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:557400d81363c1bd136493dbce5e06be104ed016bc01fb0f0cdd8a04f198562c
3
- size 440358464
 
 
 
 
qqp/runs/May14_17-08-38_cs-Precision-7960-Tower/events.out.tfevents.1747256924.cs-Precision-7960-Tower.131796.0 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:eb497e14eca1ed4c6b40bcca838fd4ba2675b74b08dbcbe7ec9db485bfeea81e
3
- size 54169
 
 
 
 
qqp/runs/May14_17-08-38_cs-Precision-7960-Tower/events.out.tfevents.1747277032.cs-Precision-7960-Tower.131796.1 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:b9dbec5238d0673df0a8a084e053d3fa61605bd3ef9f7ca7e348ed28db2805f4
3
- size 523
 
 
 
 
qqp/special_tokens_map.json DELETED
@@ -1,7 +0,0 @@
1
- {
2
- "cls_token": "[CLS]",
3
- "mask_token": "[MASK]",
4
- "pad_token": "[PAD]",
5
- "sep_token": "[SEP]",
6
- "unk_token": "[UNK]"
7
- }
 
 
 
 
 
 
 
 
qqp/tokenizer.json DELETED
The diff for this file is too large to render. See raw diff
 
qqp/tokenizer_config.json DELETED
@@ -1,56 +0,0 @@
1
- {
2
- "added_tokens_decoder": {
3
- "0": {
4
- "content": "[PAD]",
5
- "lstrip": false,
6
- "normalized": false,
7
- "rstrip": false,
8
- "single_word": false,
9
- "special": true
10
- },
11
- "100": {
12
- "content": "[UNK]",
13
- "lstrip": false,
14
- "normalized": false,
15
- "rstrip": false,
16
- "single_word": false,
17
- "special": true
18
- },
19
- "101": {
20
- "content": "[CLS]",
21
- "lstrip": false,
22
- "normalized": false,
23
- "rstrip": false,
24
- "single_word": false,
25
- "special": true
26
- },
27
- "102": {
28
- "content": "[SEP]",
29
- "lstrip": false,
30
- "normalized": false,
31
- "rstrip": false,
32
- "single_word": false,
33
- "special": true
34
- },
35
- "103": {
36
- "content": "[MASK]",
37
- "lstrip": false,
38
- "normalized": false,
39
- "rstrip": false,
40
- "single_word": false,
41
- "special": true
42
- }
43
- },
44
- "clean_up_tokenization_spaces": false,
45
- "cls_token": "[CLS]",
46
- "do_lower_case": false,
47
- "extra_special_tokens": {},
48
- "mask_token": "[MASK]",
49
- "model_max_length": 512,
50
- "pad_token": "[PAD]",
51
- "sep_token": "[SEP]",
52
- "strip_accents": null,
53
- "tokenize_chinese_chars": true,
54
- "tokenizer_class": "BertTokenizer",
55
- "unk_token": "[UNK]"
56
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
qqp/train_results.json DELETED
@@ -1,9 +0,0 @@
1
- {
2
- "epoch": 10.0,
3
- "total_flos": 2.4428070234989568e+17,
4
- "train_loss": 0.1514742186763295,
5
- "train_runtime": 20029.6511,
6
- "train_samples": 363846,
7
- "train_samples_per_second": 181.654,
8
- "train_steps_per_second": 5.677
9
- }
 
 
 
 
 
 
 
 
 
 
qqp/trainer_state.json DELETED
@@ -1,1631 +0,0 @@
1
- {
2
- "best_metric": null,
3
- "best_model_checkpoint": null,
4
- "epoch": 10.0,
5
- "eval_steps": 500,
6
- "global_step": 113710,
7
- "is_hyper_param_search": false,
8
- "is_local_process_zero": true,
9
- "is_world_process_zero": true,
10
- "log_history": [
11
- {
12
- "epoch": 0.04397150646381145,
13
- "grad_norm": 7.127589225769043,
14
- "learning_rate": 9.956028493536189e-06,
15
- "loss": 0.6405,
16
- "step": 500
17
- },
18
- {
19
- "epoch": 0.0879430129276229,
20
- "grad_norm": 10.408858299255371,
21
- "learning_rate": 9.912056987072378e-06,
22
- "loss": 0.4966,
23
- "step": 1000
24
- },
25
- {
26
- "epoch": 0.13191451939143434,
27
- "grad_norm": 8.54762077331543,
28
- "learning_rate": 9.868085480608566e-06,
29
- "loss": 0.4625,
30
- "step": 1500
31
- },
32
- {
33
- "epoch": 0.1758860258552458,
34
- "grad_norm": 8.460881233215332,
35
- "learning_rate": 9.824113974144756e-06,
36
- "loss": 0.4435,
37
- "step": 2000
38
- },
39
- {
40
- "epoch": 0.21985753231905725,
41
- "grad_norm": 6.150853633880615,
42
- "learning_rate": 9.780142467680944e-06,
43
- "loss": 0.4288,
44
- "step": 2500
45
- },
46
- {
47
- "epoch": 0.2638290387828687,
48
- "grad_norm": 7.34383487701416,
49
- "learning_rate": 9.736170961217132e-06,
50
- "loss": 0.4045,
51
- "step": 3000
52
- },
53
- {
54
- "epoch": 0.30780054524668016,
55
- "grad_norm": 10.842817306518555,
56
- "learning_rate": 9.69219945475332e-06,
57
- "loss": 0.4014,
58
- "step": 3500
59
- },
60
- {
61
- "epoch": 0.3517720517104916,
62
- "grad_norm": 11.085785865783691,
63
- "learning_rate": 9.64822794828951e-06,
64
- "loss": 0.4087,
65
- "step": 4000
66
- },
67
- {
68
- "epoch": 0.39574355817430307,
69
- "grad_norm": 10.106760025024414,
70
- "learning_rate": 9.604256441825697e-06,
71
- "loss": 0.391,
72
- "step": 4500
73
- },
74
- {
75
- "epoch": 0.4397150646381145,
76
- "grad_norm": 12.384110450744629,
77
- "learning_rate": 9.560284935361887e-06,
78
- "loss": 0.3846,
79
- "step": 5000
80
- },
81
- {
82
- "epoch": 0.483686571101926,
83
- "grad_norm": 6.796555519104004,
84
- "learning_rate": 9.516313428898075e-06,
85
- "loss": 0.3803,
86
- "step": 5500
87
- },
88
- {
89
- "epoch": 0.5276580775657373,
90
- "grad_norm": 10.099310874938965,
91
- "learning_rate": 9.472341922434265e-06,
92
- "loss": 0.3739,
93
- "step": 6000
94
- },
95
- {
96
- "epoch": 0.5716295840295489,
97
- "grad_norm": 8.258896827697754,
98
- "learning_rate": 9.428370415970451e-06,
99
- "loss": 0.3694,
100
- "step": 6500
101
- },
102
- {
103
- "epoch": 0.6156010904933603,
104
- "grad_norm": 6.4571356773376465,
105
- "learning_rate": 9.38439890950664e-06,
106
- "loss": 0.3582,
107
- "step": 7000
108
- },
109
- {
110
- "epoch": 0.6595725969571717,
111
- "grad_norm": 10.41157341003418,
112
- "learning_rate": 9.340427403042828e-06,
113
- "loss": 0.3611,
114
- "step": 7500
115
- },
116
- {
117
- "epoch": 0.7035441034209832,
118
- "grad_norm": 8.555697441101074,
119
- "learning_rate": 9.296455896579018e-06,
120
- "loss": 0.3491,
121
- "step": 8000
122
- },
123
- {
124
- "epoch": 0.7475156098847947,
125
- "grad_norm": 10.460009574890137,
126
- "learning_rate": 9.252484390115206e-06,
127
- "loss": 0.3507,
128
- "step": 8500
129
- },
130
- {
131
- "epoch": 0.7914871163486061,
132
- "grad_norm": 9.326970100402832,
133
- "learning_rate": 9.208512883651394e-06,
134
- "loss": 0.3465,
135
- "step": 9000
136
- },
137
- {
138
- "epoch": 0.8354586228124176,
139
- "grad_norm": 12.12388801574707,
140
- "learning_rate": 9.164541377187584e-06,
141
- "loss": 0.3419,
142
- "step": 9500
143
- },
144
- {
145
- "epoch": 0.879430129276229,
146
- "grad_norm": 9.742505073547363,
147
- "learning_rate": 9.120569870723772e-06,
148
- "loss": 0.3492,
149
- "step": 10000
150
- },
151
- {
152
- "epoch": 0.9234016357400404,
153
- "grad_norm": 8.42115306854248,
154
- "learning_rate": 9.07659836425996e-06,
155
- "loss": 0.3405,
156
- "step": 10500
157
- },
158
- {
159
- "epoch": 0.967373142203852,
160
- "grad_norm": 11.557007789611816,
161
- "learning_rate": 9.03262685779615e-06,
162
- "loss": 0.3353,
163
- "step": 11000
164
- },
165
- {
166
- "epoch": 1.0113446486676634,
167
- "grad_norm": 6.1636786460876465,
168
- "learning_rate": 8.988655351332337e-06,
169
- "loss": 0.3218,
170
- "step": 11500
171
- },
172
- {
173
- "epoch": 1.0553161551314747,
174
- "grad_norm": 8.901851654052734,
175
- "learning_rate": 8.944683844868525e-06,
176
- "loss": 0.2812,
177
- "step": 12000
178
- },
179
- {
180
- "epoch": 1.0992876615952862,
181
- "grad_norm": 8.753206253051758,
182
- "learning_rate": 8.900712338404715e-06,
183
- "loss": 0.2744,
184
- "step": 12500
185
- },
186
- {
187
- "epoch": 1.1432591680590978,
188
- "grad_norm": 19.687353134155273,
189
- "learning_rate": 8.856740831940903e-06,
190
- "loss": 0.2716,
191
- "step": 13000
192
- },
193
- {
194
- "epoch": 1.187230674522909,
195
- "grad_norm": 8.538763999938965,
196
- "learning_rate": 8.812769325477092e-06,
197
- "loss": 0.2731,
198
- "step": 13500
199
- },
200
- {
201
- "epoch": 1.2312021809867206,
202
- "grad_norm": 14.86081314086914,
203
- "learning_rate": 8.76879781901328e-06,
204
- "loss": 0.2686,
205
- "step": 14000
206
- },
207
- {
208
- "epoch": 1.2751736874505322,
209
- "grad_norm": 8.427505493164062,
210
- "learning_rate": 8.72482631254947e-06,
211
- "loss": 0.2694,
212
- "step": 14500
213
- },
214
- {
215
- "epoch": 1.3191451939143435,
216
- "grad_norm": 11.6419095993042,
217
- "learning_rate": 8.680854806085656e-06,
218
- "loss": 0.2666,
219
- "step": 15000
220
- },
221
- {
222
- "epoch": 1.363116700378155,
223
- "grad_norm": 11.019262313842773,
224
- "learning_rate": 8.636883299621846e-06,
225
- "loss": 0.2738,
226
- "step": 15500
227
- },
228
- {
229
- "epoch": 1.4070882068419663,
230
- "grad_norm": 12.447158813476562,
231
- "learning_rate": 8.592911793158034e-06,
232
- "loss": 0.2712,
233
- "step": 16000
234
- },
235
- {
236
- "epoch": 1.4510597133057779,
237
- "grad_norm": 13.097723007202148,
238
- "learning_rate": 8.548940286694223e-06,
239
- "loss": 0.2635,
240
- "step": 16500
241
- },
242
- {
243
- "epoch": 1.4950312197695892,
244
- "grad_norm": 15.15329360961914,
245
- "learning_rate": 8.504968780230411e-06,
246
- "loss": 0.2662,
247
- "step": 17000
248
- },
249
- {
250
- "epoch": 1.5390027262334007,
251
- "grad_norm": 6.069318771362305,
252
- "learning_rate": 8.460997273766601e-06,
253
- "loss": 0.2604,
254
- "step": 17500
255
- },
256
- {
257
- "epoch": 1.5829742326972123,
258
- "grad_norm": 13.966374397277832,
259
- "learning_rate": 8.417025767302789e-06,
260
- "loss": 0.2657,
261
- "step": 18000
262
- },
263
- {
264
- "epoch": 1.6269457391610236,
265
- "grad_norm": 21.772634506225586,
266
- "learning_rate": 8.373054260838977e-06,
267
- "loss": 0.262,
268
- "step": 18500
269
- },
270
- {
271
- "epoch": 1.6709172456248351,
272
- "grad_norm": 11.764993667602539,
273
- "learning_rate": 8.329082754375165e-06,
274
- "loss": 0.2721,
275
- "step": 19000
276
- },
277
- {
278
- "epoch": 1.7148887520886467,
279
- "grad_norm": 11.220842361450195,
280
- "learning_rate": 8.285111247911354e-06,
281
- "loss": 0.2611,
282
- "step": 19500
283
- },
284
- {
285
- "epoch": 1.758860258552458,
286
- "grad_norm": 12.129228591918945,
287
- "learning_rate": 8.241139741447542e-06,
288
- "loss": 0.2684,
289
- "step": 20000
290
- },
291
- {
292
- "epoch": 1.8028317650162693,
293
- "grad_norm": 13.62337875366211,
294
- "learning_rate": 8.19716823498373e-06,
295
- "loss": 0.2593,
296
- "step": 20500
297
- },
298
- {
299
- "epoch": 1.846803271480081,
300
- "grad_norm": 9.742755889892578,
301
- "learning_rate": 8.15319672851992e-06,
302
- "loss": 0.2633,
303
- "step": 21000
304
- },
305
- {
306
- "epoch": 1.8907747779438924,
307
- "grad_norm": 11.295736312866211,
308
- "learning_rate": 8.109225222056108e-06,
309
- "loss": 0.2652,
310
- "step": 21500
311
- },
312
- {
313
- "epoch": 1.9347462844077037,
314
- "grad_norm": 8.879314422607422,
315
- "learning_rate": 8.065253715592298e-06,
316
- "loss": 0.2651,
317
- "step": 22000
318
- },
319
- {
320
- "epoch": 1.9787177908715152,
321
- "grad_norm": 9.949023246765137,
322
- "learning_rate": 8.021282209128485e-06,
323
- "loss": 0.27,
324
- "step": 22500
325
- },
326
- {
327
- "epoch": 2.0226892973353268,
328
- "grad_norm": 4.5543622970581055,
329
- "learning_rate": 7.977310702664673e-06,
330
- "loss": 0.2283,
331
- "step": 23000
332
- },
333
- {
334
- "epoch": 2.066660803799138,
335
- "grad_norm": 13.172735214233398,
336
- "learning_rate": 7.933339196200861e-06,
337
- "loss": 0.2061,
338
- "step": 23500
339
- },
340
- {
341
- "epoch": 2.1106323102629494,
342
- "grad_norm": 12.874068260192871,
343
- "learning_rate": 7.889367689737051e-06,
344
- "loss": 0.2019,
345
- "step": 24000
346
- },
347
- {
348
- "epoch": 2.154603816726761,
349
- "grad_norm": 17.02819061279297,
350
- "learning_rate": 7.845396183273239e-06,
351
- "loss": 0.2046,
352
- "step": 24500
353
- },
354
- {
355
- "epoch": 2.1985753231905725,
356
- "grad_norm": 15.347699165344238,
357
- "learning_rate": 7.801424676809429e-06,
358
- "loss": 0.2035,
359
- "step": 25000
360
- },
361
- {
362
- "epoch": 2.242546829654384,
363
- "grad_norm": 15.82715892791748,
364
- "learning_rate": 7.757453170345617e-06,
365
- "loss": 0.2088,
366
- "step": 25500
367
- },
368
- {
369
- "epoch": 2.2865183361181955,
370
- "grad_norm": 7.533407211303711,
371
- "learning_rate": 7.713481663881806e-06,
372
- "loss": 0.2063,
373
- "step": 26000
374
- },
375
- {
376
- "epoch": 2.330489842582007,
377
- "grad_norm": 21.629718780517578,
378
- "learning_rate": 7.669510157417994e-06,
379
- "loss": 0.2115,
380
- "step": 26500
381
- },
382
- {
383
- "epoch": 2.374461349045818,
384
- "grad_norm": 15.344660758972168,
385
- "learning_rate": 7.625538650954182e-06,
386
- "loss": 0.2008,
387
- "step": 27000
388
- },
389
- {
390
- "epoch": 2.41843285550963,
391
- "grad_norm": 12.559733390808105,
392
- "learning_rate": 7.58156714449037e-06,
393
- "loss": 0.1939,
394
- "step": 27500
395
- },
396
- {
397
- "epoch": 2.4624043619734413,
398
- "grad_norm": 13.165969848632812,
399
- "learning_rate": 7.537595638026559e-06,
400
- "loss": 0.2105,
401
- "step": 28000
402
- },
403
- {
404
- "epoch": 2.5063758684372526,
405
- "grad_norm": 12.558066368103027,
406
- "learning_rate": 7.493624131562748e-06,
407
- "loss": 0.1951,
408
- "step": 28500
409
- },
410
- {
411
- "epoch": 2.5503473749010643,
412
- "grad_norm": 13.841544151306152,
413
- "learning_rate": 7.449652625098936e-06,
414
- "loss": 0.1997,
415
- "step": 29000
416
- },
417
- {
418
- "epoch": 2.5943188813648757,
419
- "grad_norm": 6.036389350891113,
420
- "learning_rate": 7.405681118635125e-06,
421
- "loss": 0.2056,
422
- "step": 29500
423
- },
424
- {
425
- "epoch": 2.638290387828687,
426
- "grad_norm": 24.980592727661133,
427
- "learning_rate": 7.361709612171314e-06,
428
- "loss": 0.2021,
429
- "step": 30000
430
- },
431
- {
432
- "epoch": 2.6822618942924983,
433
- "grad_norm": 3.522369861602783,
434
- "learning_rate": 7.317738105707503e-06,
435
- "loss": 0.2109,
436
- "step": 30500
437
- },
438
- {
439
- "epoch": 2.72623340075631,
440
- "grad_norm": 1.9453462362289429,
441
- "learning_rate": 7.273766599243692e-06,
442
- "loss": 0.1934,
443
- "step": 31000
444
- },
445
- {
446
- "epoch": 2.7702049072201214,
447
- "grad_norm": 14.508398056030273,
448
- "learning_rate": 7.229795092779879e-06,
449
- "loss": 0.2064,
450
- "step": 31500
451
- },
452
- {
453
- "epoch": 2.8141764136839327,
454
- "grad_norm": 11.040177345275879,
455
- "learning_rate": 7.1858235863160675e-06,
456
- "loss": 0.2016,
457
- "step": 32000
458
- },
459
- {
460
- "epoch": 2.8581479201477444,
461
- "grad_norm": 7.400022506713867,
462
- "learning_rate": 7.141852079852256e-06,
463
- "loss": 0.2043,
464
- "step": 32500
465
- },
466
- {
467
- "epoch": 2.9021194266115558,
468
- "grad_norm": 5.055144309997559,
469
- "learning_rate": 7.097880573388445e-06,
470
- "loss": 0.1952,
471
- "step": 33000
472
- },
473
- {
474
- "epoch": 2.946090933075367,
475
- "grad_norm": 10.668570518493652,
476
- "learning_rate": 7.053909066924634e-06,
477
- "loss": 0.1949,
478
- "step": 33500
479
- },
480
- {
481
- "epoch": 2.9900624395391784,
482
- "grad_norm": 2.9759585857391357,
483
- "learning_rate": 7.009937560460822e-06,
484
- "loss": 0.1987,
485
- "step": 34000
486
- },
487
- {
488
- "epoch": 3.03403394600299,
489
- "grad_norm": 17.75304412841797,
490
- "learning_rate": 6.965966053997011e-06,
491
- "loss": 0.1568,
492
- "step": 34500
493
- },
494
- {
495
- "epoch": 3.0780054524668015,
496
- "grad_norm": 30.556795120239258,
497
- "learning_rate": 6.921994547533199e-06,
498
- "loss": 0.1476,
499
- "step": 35000
500
- },
501
- {
502
- "epoch": 3.1219769589306128,
503
- "grad_norm": 5.082170486450195,
504
- "learning_rate": 6.878023041069387e-06,
505
- "loss": 0.1513,
506
- "step": 35500
507
- },
508
- {
509
- "epoch": 3.1659484653944245,
510
- "grad_norm": 1.4760559797286987,
511
- "learning_rate": 6.834051534605576e-06,
512
- "loss": 0.1551,
513
- "step": 36000
514
- },
515
- {
516
- "epoch": 3.209919971858236,
517
- "grad_norm": 2.336458683013916,
518
- "learning_rate": 6.790080028141764e-06,
519
- "loss": 0.1554,
520
- "step": 36500
521
- },
522
- {
523
- "epoch": 3.253891478322047,
524
- "grad_norm": 23.16608428955078,
525
- "learning_rate": 6.746108521677953e-06,
526
- "loss": 0.1529,
527
- "step": 37000
528
- },
529
- {
530
- "epoch": 3.297862984785859,
531
- "grad_norm": 10.948084831237793,
532
- "learning_rate": 6.702137015214142e-06,
533
- "loss": 0.1583,
534
- "step": 37500
535
- },
536
- {
537
- "epoch": 3.3418344912496702,
538
- "grad_norm": 15.917346954345703,
539
- "learning_rate": 6.6581655087503305e-06,
540
- "loss": 0.167,
541
- "step": 38000
542
- },
543
- {
544
- "epoch": 3.3858059977134816,
545
- "grad_norm": 1.641739845275879,
546
- "learning_rate": 6.614194002286519e-06,
547
- "loss": 0.1539,
548
- "step": 38500
549
- },
550
- {
551
- "epoch": 3.4297775041772933,
552
- "grad_norm": 0.5845322608947754,
553
- "learning_rate": 6.570222495822708e-06,
554
- "loss": 0.1576,
555
- "step": 39000
556
- },
557
- {
558
- "epoch": 3.4737490106411046,
559
- "grad_norm": 16.46019744873047,
560
- "learning_rate": 6.526250989358895e-06,
561
- "loss": 0.1561,
562
- "step": 39500
563
- },
564
- {
565
- "epoch": 3.517720517104916,
566
- "grad_norm": 31.895326614379883,
567
- "learning_rate": 6.482279482895084e-06,
568
- "loss": 0.1459,
569
- "step": 40000
570
- },
571
- {
572
- "epoch": 3.5616920235687273,
573
- "grad_norm": 3.9819185733795166,
574
- "learning_rate": 6.438307976431273e-06,
575
- "loss": 0.1623,
576
- "step": 40500
577
- },
578
- {
579
- "epoch": 3.605663530032539,
580
- "grad_norm": 13.1094970703125,
581
- "learning_rate": 6.3943364699674615e-06,
582
- "loss": 0.1566,
583
- "step": 41000
584
- },
585
- {
586
- "epoch": 3.6496350364963503,
587
- "grad_norm": 6.929986953735352,
588
- "learning_rate": 6.35036496350365e-06,
589
- "loss": 0.1656,
590
- "step": 41500
591
- },
592
- {
593
- "epoch": 3.6936065429601617,
594
- "grad_norm": 7.520695686340332,
595
- "learning_rate": 6.306393457039839e-06,
596
- "loss": 0.1599,
597
- "step": 42000
598
- },
599
- {
600
- "epoch": 3.7375780494239734,
601
- "grad_norm": 11.514050483703613,
602
- "learning_rate": 6.262421950576028e-06,
603
- "loss": 0.1664,
604
- "step": 42500
605
- },
606
- {
607
- "epoch": 3.7815495558877847,
608
- "grad_norm": 1.5625334978103638,
609
- "learning_rate": 6.218450444112216e-06,
610
- "loss": 0.1603,
611
- "step": 43000
612
- },
613
- {
614
- "epoch": 3.825521062351596,
615
- "grad_norm": 22.2111873626709,
616
- "learning_rate": 6.174478937648405e-06,
617
- "loss": 0.1645,
618
- "step": 43500
619
- },
620
- {
621
- "epoch": 3.8694925688154074,
622
- "grad_norm": 9.370536804199219,
623
- "learning_rate": 6.130507431184593e-06,
624
- "loss": 0.153,
625
- "step": 44000
626
- },
627
- {
628
- "epoch": 3.913464075279219,
629
- "grad_norm": 1.3509089946746826,
630
- "learning_rate": 6.086535924720781e-06,
631
- "loss": 0.1605,
632
- "step": 44500
633
- },
634
- {
635
- "epoch": 3.9574355817430305,
636
- "grad_norm": 1.670966386795044,
637
- "learning_rate": 6.04256441825697e-06,
638
- "loss": 0.1602,
639
- "step": 45000
640
- },
641
- {
642
- "epoch": 4.001407088206842,
643
- "grad_norm": 22.55781364440918,
644
- "learning_rate": 5.998592911793158e-06,
645
- "loss": 0.1582,
646
- "step": 45500
647
- },
648
- {
649
- "epoch": 4.0453785946706535,
650
- "grad_norm": 18.12227439880371,
651
- "learning_rate": 5.954621405329347e-06,
652
- "loss": 0.1256,
653
- "step": 46000
654
- },
655
- {
656
- "epoch": 4.089350101134465,
657
- "grad_norm": 11.872714042663574,
658
- "learning_rate": 5.910649898865536e-06,
659
- "loss": 0.1241,
660
- "step": 46500
661
- },
662
- {
663
- "epoch": 4.133321607598276,
664
- "grad_norm": 26.38855743408203,
665
- "learning_rate": 5.8666783924017245e-06,
666
- "loss": 0.1301,
667
- "step": 47000
668
- },
669
- {
670
- "epoch": 4.1772931140620875,
671
- "grad_norm": 25.3267879486084,
672
- "learning_rate": 5.822706885937913e-06,
673
- "loss": 0.1236,
674
- "step": 47500
675
- },
676
- {
677
- "epoch": 4.221264620525899,
678
- "grad_norm": 27.222675323486328,
679
- "learning_rate": 5.7787353794741e-06,
680
- "loss": 0.1217,
681
- "step": 48000
682
- },
683
- {
684
- "epoch": 4.265236126989711,
685
- "grad_norm": 53.458518981933594,
686
- "learning_rate": 5.734763873010289e-06,
687
- "loss": 0.1315,
688
- "step": 48500
689
- },
690
- {
691
- "epoch": 4.309207633453522,
692
- "grad_norm": 27.357641220092773,
693
- "learning_rate": 5.690792366546478e-06,
694
- "loss": 0.1253,
695
- "step": 49000
696
- },
697
- {
698
- "epoch": 4.353179139917334,
699
- "grad_norm": 18.440649032592773,
700
- "learning_rate": 5.646820860082667e-06,
701
- "loss": 0.132,
702
- "step": 49500
703
- },
704
- {
705
- "epoch": 4.397150646381145,
706
- "grad_norm": 8.659114837646484,
707
- "learning_rate": 5.6028493536188556e-06,
708
- "loss": 0.1262,
709
- "step": 50000
710
- },
711
- {
712
- "epoch": 4.441122152844956,
713
- "grad_norm": 22.664106369018555,
714
- "learning_rate": 5.558877847155044e-06,
715
- "loss": 0.1185,
716
- "step": 50500
717
- },
718
- {
719
- "epoch": 4.485093659308768,
720
- "grad_norm": 2.488041400909424,
721
- "learning_rate": 5.514906340691233e-06,
722
- "loss": 0.1264,
723
- "step": 51000
724
- },
725
- {
726
- "epoch": 4.529065165772579,
727
- "grad_norm": 35.29222869873047,
728
- "learning_rate": 5.470934834227422e-06,
729
- "loss": 0.134,
730
- "step": 51500
731
- },
732
- {
733
- "epoch": 4.573036672236391,
734
- "grad_norm": 25.144588470458984,
735
- "learning_rate": 5.426963327763609e-06,
736
- "loss": 0.1265,
737
- "step": 52000
738
- },
739
- {
740
- "epoch": 4.617008178700202,
741
- "grad_norm": 1.2160580158233643,
742
- "learning_rate": 5.382991821299798e-06,
743
- "loss": 0.1306,
744
- "step": 52500
745
- },
746
- {
747
- "epoch": 4.660979685164014,
748
- "grad_norm": 22.59756088256836,
749
- "learning_rate": 5.339020314835987e-06,
750
- "loss": 0.127,
751
- "step": 53000
752
- },
753
- {
754
- "epoch": 4.704951191627825,
755
- "grad_norm": 17.720712661743164,
756
- "learning_rate": 5.295048808372175e-06,
757
- "loss": 0.1233,
758
- "step": 53500
759
- },
760
- {
761
- "epoch": 4.748922698091636,
762
- "grad_norm": 24.757396697998047,
763
- "learning_rate": 5.251077301908364e-06,
764
- "loss": 0.135,
765
- "step": 54000
766
- },
767
- {
768
- "epoch": 4.792894204555449,
769
- "grad_norm": 13.89427375793457,
770
- "learning_rate": 5.207105795444552e-06,
771
- "loss": 0.1232,
772
- "step": 54500
773
- },
774
- {
775
- "epoch": 4.83686571101926,
776
- "grad_norm": 6.014657974243164,
777
- "learning_rate": 5.163134288980741e-06,
778
- "loss": 0.1322,
779
- "step": 55000
780
- },
781
- {
782
- "epoch": 4.880837217483071,
783
- "grad_norm": 16.53226089477539,
784
- "learning_rate": 5.11916278251693e-06,
785
- "loss": 0.1254,
786
- "step": 55500
787
- },
788
- {
789
- "epoch": 4.9248087239468825,
790
- "grad_norm": 4.393960952758789,
791
- "learning_rate": 5.075191276053118e-06,
792
- "loss": 0.1343,
793
- "step": 56000
794
- },
795
- {
796
- "epoch": 4.968780230410694,
797
- "grad_norm": 6.577863693237305,
798
- "learning_rate": 5.0312197695893065e-06,
799
- "loss": 0.1302,
800
- "step": 56500
801
- },
802
- {
803
- "epoch": 5.012751736874505,
804
- "grad_norm": 0.385308176279068,
805
- "learning_rate": 4.987248263125494e-06,
806
- "loss": 0.1134,
807
- "step": 57000
808
- },
809
- {
810
- "epoch": 5.0567232433383165,
811
- "grad_norm": 17.352643966674805,
812
- "learning_rate": 4.943276756661683e-06,
813
- "loss": 0.1024,
814
- "step": 57500
815
- },
816
- {
817
- "epoch": 5.100694749802129,
818
- "grad_norm": 44.88164520263672,
819
- "learning_rate": 4.899305250197872e-06,
820
- "loss": 0.1095,
821
- "step": 58000
822
- },
823
- {
824
- "epoch": 5.14466625626594,
825
- "grad_norm": 2.88139009475708,
826
- "learning_rate": 4.855333743734061e-06,
827
- "loss": 0.1022,
828
- "step": 58500
829
- },
830
- {
831
- "epoch": 5.188637762729751,
832
- "grad_norm": 30.369657516479492,
833
- "learning_rate": 4.81136223727025e-06,
834
- "loss": 0.1029,
835
- "step": 59000
836
- },
837
- {
838
- "epoch": 5.232609269193563,
839
- "grad_norm": 21.04435920715332,
840
- "learning_rate": 4.7673907308064375e-06,
841
- "loss": 0.0973,
842
- "step": 59500
843
- },
844
- {
845
- "epoch": 5.276580775657374,
846
- "grad_norm": 0.3326770067214966,
847
- "learning_rate": 4.723419224342626e-06,
848
- "loss": 0.0969,
849
- "step": 60000
850
- },
851
- {
852
- "epoch": 5.320552282121185,
853
- "grad_norm": 26.21080207824707,
854
- "learning_rate": 4.679447717878815e-06,
855
- "loss": 0.1072,
856
- "step": 60500
857
- },
858
- {
859
- "epoch": 5.364523788584997,
860
- "grad_norm": 66.27179718017578,
861
- "learning_rate": 4.635476211415004e-06,
862
- "loss": 0.11,
863
- "step": 61000
864
- },
865
- {
866
- "epoch": 5.408495295048809,
867
- "grad_norm": 0.6907067894935608,
868
- "learning_rate": 4.591504704951192e-06,
869
- "loss": 0.1077,
870
- "step": 61500
871
- },
872
- {
873
- "epoch": 5.45246680151262,
874
- "grad_norm": 18.443483352661133,
875
- "learning_rate": 4.547533198487381e-06,
876
- "loss": 0.0996,
877
- "step": 62000
878
- },
879
- {
880
- "epoch": 5.496438307976431,
881
- "grad_norm": 30.685518264770508,
882
- "learning_rate": 4.5035616920235695e-06,
883
- "loss": 0.0937,
884
- "step": 62500
885
- },
886
- {
887
- "epoch": 5.540409814440243,
888
- "grad_norm": 8.975428581237793,
889
- "learning_rate": 4.459590185559758e-06,
890
- "loss": 0.1074,
891
- "step": 63000
892
- },
893
- {
894
- "epoch": 5.584381320904054,
895
- "grad_norm": 21.28555679321289,
896
- "learning_rate": 4.415618679095946e-06,
897
- "loss": 0.0958,
898
- "step": 63500
899
- },
900
- {
901
- "epoch": 5.628352827367865,
902
- "grad_norm": 35.58885192871094,
903
- "learning_rate": 4.371647172632135e-06,
904
- "loss": 0.1072,
905
- "step": 64000
906
- },
907
- {
908
- "epoch": 5.672324333831677,
909
- "grad_norm": 31.6656436920166,
910
- "learning_rate": 4.327675666168324e-06,
911
- "loss": 0.1075,
912
- "step": 64500
913
- },
914
- {
915
- "epoch": 5.716295840295489,
916
- "grad_norm": 1.064644455909729,
917
- "learning_rate": 4.283704159704512e-06,
918
- "loss": 0.1069,
919
- "step": 65000
920
- },
921
- {
922
- "epoch": 5.7602673467593,
923
- "grad_norm": 8.807537078857422,
924
- "learning_rate": 4.2397326532407005e-06,
925
- "loss": 0.1059,
926
- "step": 65500
927
- },
928
- {
929
- "epoch": 5.8042388532231115,
930
- "grad_norm": 6.445720672607422,
931
- "learning_rate": 4.1957611467768885e-06,
932
- "loss": 0.1046,
933
- "step": 66000
934
- },
935
- {
936
- "epoch": 5.848210359686923,
937
- "grad_norm": 10.035616874694824,
938
- "learning_rate": 4.151789640313077e-06,
939
- "loss": 0.1061,
940
- "step": 66500
941
- },
942
- {
943
- "epoch": 5.892181866150734,
944
- "grad_norm": 0.3110928535461426,
945
- "learning_rate": 4.107818133849266e-06,
946
- "loss": 0.1087,
947
- "step": 67000
948
- },
949
- {
950
- "epoch": 5.9361533726145455,
951
- "grad_norm": 1.1699435710906982,
952
- "learning_rate": 4.063846627385454e-06,
953
- "loss": 0.101,
954
- "step": 67500
955
- },
956
- {
957
- "epoch": 5.980124879078357,
958
- "grad_norm": 4.037410736083984,
959
- "learning_rate": 4.019875120921643e-06,
960
- "loss": 0.1123,
961
- "step": 68000
962
- },
963
- {
964
- "epoch": 6.024096385542169,
965
- "grad_norm": 17.392499923706055,
966
- "learning_rate": 3.975903614457832e-06,
967
- "loss": 0.0904,
968
- "step": 68500
969
- },
970
- {
971
- "epoch": 6.06806789200598,
972
- "grad_norm": 2.474785089492798,
973
- "learning_rate": 3.93193210799402e-06,
974
- "loss": 0.078,
975
- "step": 69000
976
- },
977
- {
978
- "epoch": 6.112039398469792,
979
- "grad_norm": 6.585563659667969,
980
- "learning_rate": 3.887960601530208e-06,
981
- "loss": 0.0805,
982
- "step": 69500
983
- },
984
- {
985
- "epoch": 6.156010904933603,
986
- "grad_norm": 22.513330459594727,
987
- "learning_rate": 3.843989095066397e-06,
988
- "loss": 0.0839,
989
- "step": 70000
990
- },
991
- {
992
- "epoch": 6.199982411397414,
993
- "grad_norm": 13.566338539123535,
994
- "learning_rate": 3.800017588602586e-06,
995
- "loss": 0.0812,
996
- "step": 70500
997
- },
998
- {
999
- "epoch": 6.2439539178612256,
1000
- "grad_norm": 0.06740322709083557,
1001
- "learning_rate": 3.7560460821387747e-06,
1002
- "loss": 0.085,
1003
- "step": 71000
1004
- },
1005
- {
1006
- "epoch": 6.287925424325038,
1007
- "grad_norm": 7.70227575302124,
1008
- "learning_rate": 3.7120745756749626e-06,
1009
- "loss": 0.0797,
1010
- "step": 71500
1011
- },
1012
- {
1013
- "epoch": 6.331896930788849,
1014
- "grad_norm": 0.8043323159217834,
1015
- "learning_rate": 3.6681030692111514e-06,
1016
- "loss": 0.083,
1017
- "step": 72000
1018
- },
1019
- {
1020
- "epoch": 6.37586843725266,
1021
- "grad_norm": 0.23601041734218597,
1022
- "learning_rate": 3.62413156274734e-06,
1023
- "loss": 0.0881,
1024
- "step": 72500
1025
- },
1026
- {
1027
- "epoch": 6.419839943716472,
1028
- "grad_norm": 24.715349197387695,
1029
- "learning_rate": 3.5801600562835286e-06,
1030
- "loss": 0.0845,
1031
- "step": 73000
1032
- },
1033
- {
1034
- "epoch": 6.463811450180283,
1035
- "grad_norm": 32.790096282958984,
1036
- "learning_rate": 3.5361885498197174e-06,
1037
- "loss": 0.0873,
1038
- "step": 73500
1039
- },
1040
- {
1041
- "epoch": 6.507782956644094,
1042
- "grad_norm": 0.44961002469062805,
1043
- "learning_rate": 3.4922170433559053e-06,
1044
- "loss": 0.0926,
1045
- "step": 74000
1046
- },
1047
- {
1048
- "epoch": 6.5517544631079065,
1049
- "grad_norm": 30.2086181640625,
1050
- "learning_rate": 3.448245536892094e-06,
1051
- "loss": 0.0869,
1052
- "step": 74500
1053
- },
1054
- {
1055
- "epoch": 6.595725969571718,
1056
- "grad_norm": 21.381420135498047,
1057
- "learning_rate": 3.404274030428283e-06,
1058
- "loss": 0.0897,
1059
- "step": 75000
1060
- },
1061
- {
1062
- "epoch": 6.639697476035529,
1063
- "grad_norm": 9.947957038879395,
1064
- "learning_rate": 3.3603025239644717e-06,
1065
- "loss": 0.0862,
1066
- "step": 75500
1067
- },
1068
- {
1069
- "epoch": 6.6836689824993405,
1070
- "grad_norm": 0.4237179160118103,
1071
- "learning_rate": 3.3163310175006597e-06,
1072
- "loss": 0.0839,
1073
- "step": 76000
1074
- },
1075
- {
1076
- "epoch": 6.727640488963152,
1077
- "grad_norm": 8.52582836151123,
1078
- "learning_rate": 3.2723595110368485e-06,
1079
- "loss": 0.0838,
1080
- "step": 76500
1081
- },
1082
- {
1083
- "epoch": 6.771611995426963,
1084
- "grad_norm": 21.18242073059082,
1085
- "learning_rate": 3.228388004573037e-06,
1086
- "loss": 0.0858,
1087
- "step": 77000
1088
- },
1089
- {
1090
- "epoch": 6.815583501890774,
1091
- "grad_norm": 42.046844482421875,
1092
- "learning_rate": 3.1844164981092256e-06,
1093
- "loss": 0.0825,
1094
- "step": 77500
1095
- },
1096
- {
1097
- "epoch": 6.859555008354587,
1098
- "grad_norm": 3.5966274738311768,
1099
- "learning_rate": 3.140444991645414e-06,
1100
- "loss": 0.0873,
1101
- "step": 78000
1102
- },
1103
- {
1104
- "epoch": 6.903526514818398,
1105
- "grad_norm": 25.500396728515625,
1106
- "learning_rate": 3.0964734851816024e-06,
1107
- "loss": 0.0885,
1108
- "step": 78500
1109
- },
1110
- {
1111
- "epoch": 6.947498021282209,
1112
- "grad_norm": 59.15459442138672,
1113
- "learning_rate": 3.052501978717791e-06,
1114
- "loss": 0.0855,
1115
- "step": 79000
1116
- },
1117
- {
1118
- "epoch": 6.991469527746021,
1119
- "grad_norm": 0.11808668822050095,
1120
- "learning_rate": 3.00853047225398e-06,
1121
- "loss": 0.0837,
1122
- "step": 79500
1123
- },
1124
- {
1125
- "epoch": 7.035441034209832,
1126
- "grad_norm": 0.7973224520683289,
1127
- "learning_rate": 2.964558965790168e-06,
1128
- "loss": 0.0648,
1129
- "step": 80000
1130
- },
1131
- {
1132
- "epoch": 7.079412540673643,
1133
- "grad_norm": 46.84673309326172,
1134
- "learning_rate": 2.9205874593263567e-06,
1135
- "loss": 0.0709,
1136
- "step": 80500
1137
- },
1138
- {
1139
- "epoch": 7.1233840471374545,
1140
- "grad_norm": 0.13476693630218506,
1141
- "learning_rate": 2.8766159528625455e-06,
1142
- "loss": 0.0751,
1143
- "step": 81000
1144
- },
1145
- {
1146
- "epoch": 7.167355553601267,
1147
- "grad_norm": 30.29783821105957,
1148
- "learning_rate": 2.832644446398734e-06,
1149
- "loss": 0.0677,
1150
- "step": 81500
1151
- },
1152
- {
1153
- "epoch": 7.211327060065078,
1154
- "grad_norm": 12.256621360778809,
1155
- "learning_rate": 2.7886729399349222e-06,
1156
- "loss": 0.0717,
1157
- "step": 82000
1158
- },
1159
- {
1160
- "epoch": 7.255298566528889,
1161
- "grad_norm": 18.782052993774414,
1162
- "learning_rate": 2.744701433471111e-06,
1163
- "loss": 0.0652,
1164
- "step": 82500
1165
- },
1166
- {
1167
- "epoch": 7.299270072992701,
1168
- "grad_norm": 4.884202480316162,
1169
- "learning_rate": 2.7007299270072994e-06,
1170
- "loss": 0.0702,
1171
- "step": 83000
1172
- },
1173
- {
1174
- "epoch": 7.343241579456512,
1175
- "grad_norm": 0.8015443682670593,
1176
- "learning_rate": 2.656758420543488e-06,
1177
- "loss": 0.0742,
1178
- "step": 83500
1179
- },
1180
- {
1181
- "epoch": 7.387213085920323,
1182
- "grad_norm": 0.11882288008928299,
1183
- "learning_rate": 2.6127869140796765e-06,
1184
- "loss": 0.0677,
1185
- "step": 84000
1186
- },
1187
- {
1188
- "epoch": 7.431184592384135,
1189
- "grad_norm": 24.17609214782715,
1190
- "learning_rate": 2.568815407615865e-06,
1191
- "loss": 0.0693,
1192
- "step": 84500
1193
- },
1194
- {
1195
- "epoch": 7.475156098847947,
1196
- "grad_norm": 8.958883285522461,
1197
- "learning_rate": 2.5248439011520537e-06,
1198
- "loss": 0.0754,
1199
- "step": 85000
1200
- },
1201
- {
1202
- "epoch": 7.519127605311758,
1203
- "grad_norm": 0.03229560703039169,
1204
- "learning_rate": 2.480872394688242e-06,
1205
- "loss": 0.0696,
1206
- "step": 85500
1207
- },
1208
- {
1209
- "epoch": 7.5630991117755695,
1210
- "grad_norm": 26.437501907348633,
1211
- "learning_rate": 2.436900888224431e-06,
1212
- "loss": 0.0704,
1213
- "step": 86000
1214
- },
1215
- {
1216
- "epoch": 7.607070618239381,
1217
- "grad_norm": 33.26008605957031,
1218
- "learning_rate": 2.3929293817606197e-06,
1219
- "loss": 0.0679,
1220
- "step": 86500
1221
- },
1222
- {
1223
- "epoch": 7.651042124703192,
1224
- "grad_norm": 4.0587334632873535,
1225
- "learning_rate": 2.348957875296808e-06,
1226
- "loss": 0.0727,
1227
- "step": 87000
1228
- },
1229
- {
1230
- "epoch": 7.695013631167003,
1231
- "grad_norm": 1.8055332899093628,
1232
- "learning_rate": 2.3049863688329964e-06,
1233
- "loss": 0.0714,
1234
- "step": 87500
1235
- },
1236
- {
1237
- "epoch": 7.738985137630815,
1238
- "grad_norm": 0.08867678046226501,
1239
- "learning_rate": 2.2610148623691848e-06,
1240
- "loss": 0.0714,
1241
- "step": 88000
1242
- },
1243
- {
1244
- "epoch": 7.782956644094627,
1245
- "grad_norm": 51.05652618408203,
1246
- "learning_rate": 2.2170433559053736e-06,
1247
- "loss": 0.0662,
1248
- "step": 88500
1249
- },
1250
- {
1251
- "epoch": 7.826928150558438,
1252
- "grad_norm": 0.3058519959449768,
1253
- "learning_rate": 2.173071849441562e-06,
1254
- "loss": 0.0637,
1255
- "step": 89000
1256
- },
1257
- {
1258
- "epoch": 7.87089965702225,
1259
- "grad_norm": 0.05084119364619255,
1260
- "learning_rate": 2.1291003429777507e-06,
1261
- "loss": 0.0676,
1262
- "step": 89500
1263
- },
1264
- {
1265
- "epoch": 7.914871163486061,
1266
- "grad_norm": 0.23956036567687988,
1267
- "learning_rate": 2.085128836513939e-06,
1268
- "loss": 0.0818,
1269
- "step": 90000
1270
- },
1271
- {
1272
- "epoch": 7.958842669949872,
1273
- "grad_norm": 15.964754104614258,
1274
- "learning_rate": 2.041157330050128e-06,
1275
- "loss": 0.076,
1276
- "step": 90500
1277
- },
1278
- {
1279
- "epoch": 8.002814176413684,
1280
- "grad_norm": 1.4704182147979736,
1281
- "learning_rate": 1.9971858235863163e-06,
1282
- "loss": 0.0664,
1283
- "step": 91000
1284
- },
1285
- {
1286
- "epoch": 8.046785682877495,
1287
- "grad_norm": 63.657440185546875,
1288
- "learning_rate": 1.953214317122505e-06,
1289
- "loss": 0.0583,
1290
- "step": 91500
1291
- },
1292
- {
1293
- "epoch": 8.090757189341307,
1294
- "grad_norm": 8.421917915344238,
1295
- "learning_rate": 1.9092428106586934e-06,
1296
- "loss": 0.0613,
1297
- "step": 92000
1298
- },
1299
- {
1300
- "epoch": 8.134728695805117,
1301
- "grad_norm": 0.17341230809688568,
1302
- "learning_rate": 1.865271304194882e-06,
1303
- "loss": 0.0554,
1304
- "step": 92500
1305
- },
1306
- {
1307
- "epoch": 8.17870020226893,
1308
- "grad_norm": 0.09282279014587402,
1309
- "learning_rate": 1.8212997977310704e-06,
1310
- "loss": 0.0607,
1311
- "step": 93000
1312
- },
1313
- {
1314
- "epoch": 8.222671708732742,
1315
- "grad_norm": 0.0653434619307518,
1316
- "learning_rate": 1.777328291267259e-06,
1317
- "loss": 0.058,
1318
- "step": 93500
1319
- },
1320
- {
1321
- "epoch": 8.266643215196552,
1322
- "grad_norm": 20.4820556640625,
1323
- "learning_rate": 1.7333567848034475e-06,
1324
- "loss": 0.0564,
1325
- "step": 94000
1326
- },
1327
- {
1328
- "epoch": 8.310614721660365,
1329
- "grad_norm": 2.014326333999634,
1330
- "learning_rate": 1.6893852783396361e-06,
1331
- "loss": 0.0589,
1332
- "step": 94500
1333
- },
1334
- {
1335
- "epoch": 8.354586228124175,
1336
- "grad_norm": 0.2292569875717163,
1337
- "learning_rate": 1.6454137718758245e-06,
1338
- "loss": 0.0572,
1339
- "step": 95000
1340
- },
1341
- {
1342
- "epoch": 8.398557734587987,
1343
- "grad_norm": 0.014584074728190899,
1344
- "learning_rate": 1.6014422654120133e-06,
1345
- "loss": 0.0497,
1346
- "step": 95500
1347
- },
1348
- {
1349
- "epoch": 8.442529241051798,
1350
- "grad_norm": 30.090499877929688,
1351
- "learning_rate": 1.5574707589482016e-06,
1352
- "loss": 0.0609,
1353
- "step": 96000
1354
- },
1355
- {
1356
- "epoch": 8.48650074751561,
1357
- "grad_norm": 0.038359276950359344,
1358
- "learning_rate": 1.5134992524843902e-06,
1359
- "loss": 0.0544,
1360
- "step": 96500
1361
- },
1362
- {
1363
- "epoch": 8.530472253979422,
1364
- "grad_norm": 0.1624363213777542,
1365
- "learning_rate": 1.4695277460205786e-06,
1366
- "loss": 0.0578,
1367
- "step": 97000
1368
- },
1369
- {
1370
- "epoch": 8.574443760443232,
1371
- "grad_norm": 0.23937764763832092,
1372
- "learning_rate": 1.4255562395567674e-06,
1373
- "loss": 0.058,
1374
- "step": 97500
1375
- },
1376
- {
1377
- "epoch": 8.618415266907045,
1378
- "grad_norm": 0.08367595821619034,
1379
- "learning_rate": 1.3815847330929558e-06,
1380
- "loss": 0.0567,
1381
- "step": 98000
1382
- },
1383
- {
1384
- "epoch": 8.662386773370855,
1385
- "grad_norm": 0.07520689815282822,
1386
- "learning_rate": 1.3376132266291445e-06,
1387
- "loss": 0.0507,
1388
- "step": 98500
1389
- },
1390
- {
1391
- "epoch": 8.706358279834667,
1392
- "grad_norm": 0.20980244874954224,
1393
- "learning_rate": 1.293641720165333e-06,
1394
- "loss": 0.0621,
1395
- "step": 99000
1396
- },
1397
- {
1398
- "epoch": 8.75032978629848,
1399
- "grad_norm": 2.3352205753326416,
1400
- "learning_rate": 1.2496702137015215e-06,
1401
- "loss": 0.053,
1402
- "step": 99500
1403
- },
1404
- {
1405
- "epoch": 8.79430129276229,
1406
- "grad_norm": 0.1555749624967575,
1407
- "learning_rate": 1.20569870723771e-06,
1408
- "loss": 0.0572,
1409
- "step": 100000
1410
- },
1411
- {
1412
- "epoch": 8.838272799226102,
1413
- "grad_norm": 17.412338256835938,
1414
- "learning_rate": 1.1617272007738987e-06,
1415
- "loss": 0.0562,
1416
- "step": 100500
1417
- },
1418
- {
1419
- "epoch": 8.882244305689913,
1420
- "grad_norm": 0.07252756506204605,
1421
- "learning_rate": 1.1177556943100872e-06,
1422
- "loss": 0.0627,
1423
- "step": 101000
1424
- },
1425
- {
1426
- "epoch": 8.926215812153725,
1427
- "grad_norm": 2.5696682929992676,
1428
- "learning_rate": 1.0737841878462756e-06,
1429
- "loss": 0.0593,
1430
- "step": 101500
1431
- },
1432
- {
1433
- "epoch": 8.970187318617535,
1434
- "grad_norm": 38.372249603271484,
1435
- "learning_rate": 1.0298126813824642e-06,
1436
- "loss": 0.0533,
1437
- "step": 102000
1438
- },
1439
- {
1440
- "epoch": 9.014158825081347,
1441
- "grad_norm": 0.0533902570605278,
1442
- "learning_rate": 9.858411749186528e-07,
1443
- "loss": 0.0542,
1444
- "step": 102500
1445
- },
1446
- {
1447
- "epoch": 9.05813033154516,
1448
- "grad_norm": 1.9466789960861206,
1449
- "learning_rate": 9.418696684548414e-07,
1450
- "loss": 0.0524,
1451
- "step": 103000
1452
- },
1453
- {
1454
- "epoch": 9.10210183800897,
1455
- "grad_norm": 38.15435791015625,
1456
- "learning_rate": 8.978981619910298e-07,
1457
- "loss": 0.0459,
1458
- "step": 103500
1459
- },
1460
- {
1461
- "epoch": 9.146073344472782,
1462
- "grad_norm": 0.12077120691537857,
1463
- "learning_rate": 8.539266555272184e-07,
1464
- "loss": 0.0486,
1465
- "step": 104000
1466
- },
1467
- {
1468
- "epoch": 9.190044850936593,
1469
- "grad_norm": 5.501252174377441,
1470
- "learning_rate": 8.09955149063407e-07,
1471
- "loss": 0.0491,
1472
- "step": 104500
1473
- },
1474
- {
1475
- "epoch": 9.234016357400405,
1476
- "grad_norm": 0.05747182294726372,
1477
- "learning_rate": 7.659836425995955e-07,
1478
- "loss": 0.053,
1479
- "step": 105000
1480
- },
1481
- {
1482
- "epoch": 9.277987863864215,
1483
- "grad_norm": 0.712147057056427,
1484
- "learning_rate": 7.22012136135784e-07,
1485
- "loss": 0.0612,
1486
- "step": 105500
1487
- },
1488
- {
1489
- "epoch": 9.321959370328027,
1490
- "grad_norm": 79.47268676757812,
1491
- "learning_rate": 6.780406296719725e-07,
1492
- "loss": 0.0445,
1493
- "step": 106000
1494
- },
1495
- {
1496
- "epoch": 9.36593087679184,
1497
- "grad_norm": 0.05525458604097366,
1498
- "learning_rate": 6.340691232081611e-07,
1499
- "loss": 0.0484,
1500
- "step": 106500
1501
- },
1502
- {
1503
- "epoch": 9.40990238325565,
1504
- "grad_norm": 80.07630157470703,
1505
- "learning_rate": 5.900976167443497e-07,
1506
- "loss": 0.0486,
1507
- "step": 107000
1508
- },
1509
- {
1510
- "epoch": 9.453873889719462,
1511
- "grad_norm": 31.79228973388672,
1512
- "learning_rate": 5.461261102805383e-07,
1513
- "loss": 0.0488,
1514
- "step": 107500
1515
- },
1516
- {
1517
- "epoch": 9.497845396183273,
1518
- "grad_norm": 27.02912139892578,
1519
- "learning_rate": 5.021546038167269e-07,
1520
- "loss": 0.0533,
1521
- "step": 108000
1522
- },
1523
- {
1524
- "epoch": 9.541816902647085,
1525
- "grad_norm": 0.05077936500310898,
1526
- "learning_rate": 4.581830973529153e-07,
1527
- "loss": 0.0485,
1528
- "step": 108500
1529
- },
1530
- {
1531
- "epoch": 9.585788409110895,
1532
- "grad_norm": 0.13254009187221527,
1533
- "learning_rate": 4.142115908891039e-07,
1534
- "loss": 0.0475,
1535
- "step": 109000
1536
- },
1537
- {
1538
- "epoch": 9.629759915574708,
1539
- "grad_norm": 4.606433391571045,
1540
- "learning_rate": 3.7024008442529244e-07,
1541
- "loss": 0.0465,
1542
- "step": 109500
1543
- },
1544
- {
1545
- "epoch": 9.67373142203852,
1546
- "grad_norm": 12.37204647064209,
1547
- "learning_rate": 3.2626857796148096e-07,
1548
- "loss": 0.0431,
1549
- "step": 110000
1550
- },
1551
- {
1552
- "epoch": 9.71770292850233,
1553
- "grad_norm": 68.52936553955078,
1554
- "learning_rate": 2.8229707149766955e-07,
1555
- "loss": 0.0498,
1556
- "step": 110500
1557
- },
1558
- {
1559
- "epoch": 9.761674434966142,
1560
- "grad_norm": 11.432622909545898,
1561
- "learning_rate": 2.3832556503385807e-07,
1562
- "loss": 0.0512,
1563
- "step": 111000
1564
- },
1565
- {
1566
- "epoch": 9.805645941429953,
1567
- "grad_norm": 0.3197621703147888,
1568
- "learning_rate": 1.9435405857004663e-07,
1569
- "loss": 0.0494,
1570
- "step": 111500
1571
- },
1572
- {
1573
- "epoch": 9.849617447893765,
1574
- "grad_norm": 0.03288858011364937,
1575
- "learning_rate": 1.5038255210623516e-07,
1576
- "loss": 0.0504,
1577
- "step": 112000
1578
- },
1579
- {
1580
- "epoch": 9.893588954357575,
1581
- "grad_norm": 0.5140511989593506,
1582
- "learning_rate": 1.0641104564242372e-07,
1583
- "loss": 0.0476,
1584
- "step": 112500
1585
- },
1586
- {
1587
- "epoch": 9.937560460821388,
1588
- "grad_norm": 0.2467552274465561,
1589
- "learning_rate": 6.243953917861227e-08,
1590
- "loss": 0.0484,
1591
- "step": 113000
1592
- },
1593
- {
1594
- "epoch": 9.9815319672852,
1595
- "grad_norm": 9.55329418182373,
1596
- "learning_rate": 1.846803271480081e-08,
1597
- "loss": 0.0474,
1598
- "step": 113500
1599
- },
1600
- {
1601
- "epoch": 10.0,
1602
- "step": 113710,
1603
- "total_flos": 2.4428070234989568e+17,
1604
- "train_loss": 0.1514742186763295,
1605
- "train_runtime": 20029.6511,
1606
- "train_samples_per_second": 181.654,
1607
- "train_steps_per_second": 5.677
1608
- }
1609
- ],
1610
- "logging_steps": 500,
1611
- "max_steps": 113710,
1612
- "num_input_tokens_seen": 0,
1613
- "num_train_epochs": 10,
1614
- "save_steps": 500,
1615
- "stateful_callbacks": {
1616
- "TrainerControl": {
1617
- "args": {
1618
- "should_epoch_stop": false,
1619
- "should_evaluate": false,
1620
- "should_log": false,
1621
- "should_save": true,
1622
- "should_training_stop": true
1623
- },
1624
- "attributes": {}
1625
- }
1626
- },
1627
- "total_flos": 2.4428070234989568e+17,
1628
- "train_batch_size": 32,
1629
- "trial_name": null,
1630
- "trial_params": null
1631
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
qqp/training_args.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:a261d42e7036391510c8a43a896afac531bf5570083d0797565a66d0a5033ea2
3
- size 5304
 
 
 
 
qqp/vocab.txt DELETED
The diff for this file is too large to render. See raw diff