wangjiawei2003 commited on
Commit
7a259d0
1 Parent(s): 8a4156f

Training in progress, epoch 4

Browse files
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4bfe9fdecb135d017f748d4f62411a239f87748cf415d9d549bd29842518983d
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e069d094ca8a574d13321febd2ccfb587e994a68106882f97744acb3998cc3ac
3
  size 267832560
run-1/checkpoint-16840/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "problem_type": "single_label_classification",
18
+ "qa_dropout": 0.1,
19
+ "seq_classif_dropout": 0.2,
20
+ "sinusoidal_pos_embds": false,
21
+ "tie_weights_": true,
22
+ "torch_dtype": "float32",
23
+ "transformers_version": "4.40.2",
24
+ "vocab_size": 30522
25
+ }
run-1/checkpoint-16840/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e069d094ca8a574d13321febd2ccfb587e994a68106882f97744acb3998cc3ac
3
+ size 267832560
run-1/checkpoint-16840/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:27a48e1e5eb51255dfafc7a944fc6d322136e491ba829e2296b49eb5548511a3
3
+ size 535727290
run-1/checkpoint-16840/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e2d28b6671c6edf25c3dab818fe68a70ab22ed85572a7869f1ed35d58a2474ae
3
+ size 14244
run-1/checkpoint-16840/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4fb1e963b81d5f0ccd8f36c764204f06a4f2c7880f60130196072acb7c4aa822
3
+ size 1064
run-1/checkpoint-16840/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-1/checkpoint-16840/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-1/checkpoint-16840/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": true,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
run-1/checkpoint-16840/trainer_state.json ADDED
@@ -0,0 +1,293 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.9048165137614679,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-sst2/run-1/checkpoint-16840",
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 16840,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.1187648456057007,
13
+ "grad_norm": 10.556523323059082,
14
+ "learning_rate": 3.3640213484135133e-06,
15
+ "loss": 0.4628,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.2375296912114014,
20
+ "grad_norm": 27.427276611328125,
21
+ "learning_rate": 3.261083118657898e-06,
22
+ "loss": 0.3038,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.35629453681710216,
27
+ "grad_norm": 10.17439079284668,
28
+ "learning_rate": 3.1581448889022824e-06,
29
+ "loss": 0.2837,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 0.4750593824228028,
34
+ "grad_norm": 13.1768159866333,
35
+ "learning_rate": 3.0552066591466673e-06,
36
+ "loss": 0.2588,
37
+ "step": 2000
38
+ },
39
+ {
40
+ "epoch": 0.5938242280285035,
41
+ "grad_norm": 7.38680362701416,
42
+ "learning_rate": 2.952268429391051e-06,
43
+ "loss": 0.2554,
44
+ "step": 2500
45
+ },
46
+ {
47
+ "epoch": 0.7125890736342043,
48
+ "grad_norm": 13.285799980163574,
49
+ "learning_rate": 2.849330199635436e-06,
50
+ "loss": 0.2433,
51
+ "step": 3000
52
+ },
53
+ {
54
+ "epoch": 0.831353919239905,
55
+ "grad_norm": 10.867403984069824,
56
+ "learning_rate": 2.7463919698798204e-06,
57
+ "loss": 0.2491,
58
+ "step": 3500
59
+ },
60
+ {
61
+ "epoch": 0.9501187648456056,
62
+ "grad_norm": 8.815483093261719,
63
+ "learning_rate": 2.643453740124205e-06,
64
+ "loss": 0.232,
65
+ "step": 4000
66
+ },
67
+ {
68
+ "epoch": 1.0,
69
+ "eval_accuracy": 0.8944954128440367,
70
+ "eval_loss": 0.2890743613243103,
71
+ "eval_runtime": 1.2151,
72
+ "eval_samples_per_second": 717.616,
73
+ "eval_steps_per_second": 45.262,
74
+ "step": 4210
75
+ },
76
+ {
77
+ "epoch": 1.0688836104513064,
78
+ "grad_norm": 16.8696231842041,
79
+ "learning_rate": 2.5405155103685896e-06,
80
+ "loss": 0.2066,
81
+ "step": 4500
82
+ },
83
+ {
84
+ "epoch": 1.187648456057007,
85
+ "grad_norm": 6.819976329803467,
86
+ "learning_rate": 2.4375772806129744e-06,
87
+ "loss": 0.1874,
88
+ "step": 5000
89
+ },
90
+ {
91
+ "epoch": 1.3064133016627077,
92
+ "grad_norm": 4.169142246246338,
93
+ "learning_rate": 2.3346390508573587e-06,
94
+ "loss": 0.1915,
95
+ "step": 5500
96
+ },
97
+ {
98
+ "epoch": 1.4251781472684084,
99
+ "grad_norm": 18.407304763793945,
100
+ "learning_rate": 2.2317008211017436e-06,
101
+ "loss": 0.2073,
102
+ "step": 6000
103
+ },
104
+ {
105
+ "epoch": 1.5439429928741093,
106
+ "grad_norm": 7.375812530517578,
107
+ "learning_rate": 2.128762591346128e-06,
108
+ "loss": 0.2011,
109
+ "step": 6500
110
+ },
111
+ {
112
+ "epoch": 1.66270783847981,
113
+ "grad_norm": 5.930243968963623,
114
+ "learning_rate": 2.0258243615905123e-06,
115
+ "loss": 0.2006,
116
+ "step": 7000
117
+ },
118
+ {
119
+ "epoch": 1.7814726840855108,
120
+ "grad_norm": 4.470451831817627,
121
+ "learning_rate": 1.9228861318348967e-06,
122
+ "loss": 0.1969,
123
+ "step": 7500
124
+ },
125
+ {
126
+ "epoch": 1.9002375296912115,
127
+ "grad_norm": 11.651495933532715,
128
+ "learning_rate": 1.8199479020792813e-06,
129
+ "loss": 0.1855,
130
+ "step": 8000
131
+ },
132
+ {
133
+ "epoch": 2.0,
134
+ "eval_accuracy": 0.8979357798165137,
135
+ "eval_loss": 0.321312814950943,
136
+ "eval_runtime": 1.2118,
137
+ "eval_samples_per_second": 719.61,
138
+ "eval_steps_per_second": 45.388,
139
+ "step": 8420
140
+ },
141
+ {
142
+ "epoch": 2.019002375296912,
143
+ "grad_norm": 8.27688217163086,
144
+ "learning_rate": 1.7170096723236659e-06,
145
+ "loss": 0.1744,
146
+ "step": 8500
147
+ },
148
+ {
149
+ "epoch": 2.137767220902613,
150
+ "grad_norm": 14.900986671447754,
151
+ "learning_rate": 1.6140714425680505e-06,
152
+ "loss": 0.1697,
153
+ "step": 9000
154
+ },
155
+ {
156
+ "epoch": 2.2565320665083135,
157
+ "grad_norm": 19.000568389892578,
158
+ "learning_rate": 1.511133212812435e-06,
159
+ "loss": 0.1609,
160
+ "step": 9500
161
+ },
162
+ {
163
+ "epoch": 2.375296912114014,
164
+ "grad_norm": 20.799606323242188,
165
+ "learning_rate": 1.4081949830568196e-06,
166
+ "loss": 0.167,
167
+ "step": 10000
168
+ },
169
+ {
170
+ "epoch": 2.494061757719715,
171
+ "grad_norm": 5.071231842041016,
172
+ "learning_rate": 1.305256753301204e-06,
173
+ "loss": 0.1618,
174
+ "step": 10500
175
+ },
176
+ {
177
+ "epoch": 2.6128266033254155,
178
+ "grad_norm": 10.71907901763916,
179
+ "learning_rate": 1.2023185235455886e-06,
180
+ "loss": 0.1622,
181
+ "step": 11000
182
+ },
183
+ {
184
+ "epoch": 2.731591448931116,
185
+ "grad_norm": 11.408883094787598,
186
+ "learning_rate": 1.0993802937899732e-06,
187
+ "loss": 0.1611,
188
+ "step": 11500
189
+ },
190
+ {
191
+ "epoch": 2.850356294536817,
192
+ "grad_norm": 0.14033222198486328,
193
+ "learning_rate": 9.964420640343578e-07,
194
+ "loss": 0.1682,
195
+ "step": 12000
196
+ },
197
+ {
198
+ "epoch": 2.969121140142518,
199
+ "grad_norm": 47.36281967163086,
200
+ "learning_rate": 8.935038342787424e-07,
201
+ "loss": 0.1664,
202
+ "step": 12500
203
+ },
204
+ {
205
+ "epoch": 3.0,
206
+ "eval_accuracy": 0.9002293577981652,
207
+ "eval_loss": 0.36717090010643005,
208
+ "eval_runtime": 1.2257,
209
+ "eval_samples_per_second": 711.438,
210
+ "eval_steps_per_second": 44.873,
211
+ "step": 12630
212
+ },
213
+ {
214
+ "epoch": 3.0878859857482186,
215
+ "grad_norm": 9.310757637023926,
216
+ "learning_rate": 7.905656045231268e-07,
217
+ "loss": 0.1501,
218
+ "step": 13000
219
+ },
220
+ {
221
+ "epoch": 3.2066508313539193,
222
+ "grad_norm": 4.144458293914795,
223
+ "learning_rate": 6.876273747675112e-07,
224
+ "loss": 0.1637,
225
+ "step": 13500
226
+ },
227
+ {
228
+ "epoch": 3.32541567695962,
229
+ "grad_norm": 0.40117746591567993,
230
+ "learning_rate": 5.846891450118958e-07,
231
+ "loss": 0.1538,
232
+ "step": 14000
233
+ },
234
+ {
235
+ "epoch": 3.4441805225653206,
236
+ "grad_norm": 24.535791397094727,
237
+ "learning_rate": 4.817509152562803e-07,
238
+ "loss": 0.1395,
239
+ "step": 14500
240
+ },
241
+ {
242
+ "epoch": 3.5629453681710213,
243
+ "grad_norm": 0.5985422730445862,
244
+ "learning_rate": 3.788126855006649e-07,
245
+ "loss": 0.1695,
246
+ "step": 15000
247
+ },
248
+ {
249
+ "epoch": 3.6817102137767224,
250
+ "grad_norm": 24.767759323120117,
251
+ "learning_rate": 2.7587445574504945e-07,
252
+ "loss": 0.1594,
253
+ "step": 15500
254
+ },
255
+ {
256
+ "epoch": 3.800475059382423,
257
+ "grad_norm": 40.31415557861328,
258
+ "learning_rate": 1.7293622598943399e-07,
259
+ "loss": 0.1453,
260
+ "step": 16000
261
+ },
262
+ {
263
+ "epoch": 3.9192399049881237,
264
+ "grad_norm": 14.257155418395996,
265
+ "learning_rate": 6.999799623381852e-08,
266
+ "loss": 0.1437,
267
+ "step": 16500
268
+ },
269
+ {
270
+ "epoch": 4.0,
271
+ "eval_accuracy": 0.9048165137614679,
272
+ "eval_loss": 0.3792918920516968,
273
+ "eval_runtime": 1.2318,
274
+ "eval_samples_per_second": 707.887,
275
+ "eval_steps_per_second": 44.649,
276
+ "step": 16840
277
+ }
278
+ ],
279
+ "logging_steps": 500,
280
+ "max_steps": 16840,
281
+ "num_input_tokens_seen": 0,
282
+ "num_train_epochs": 4,
283
+ "save_steps": 500,
284
+ "total_flos": 2401835225985144.0,
285
+ "train_batch_size": 16,
286
+ "trial_name": null,
287
+ "trial_params": {
288
+ "learning_rate": 3.466959578169129e-06,
289
+ "num_train_epochs": 4,
290
+ "per_device_train_batch_size": 16,
291
+ "seed": 22
292
+ }
293
+ }
run-1/checkpoint-16840/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4981b833ec6213c008f66b30a316660ab04fb07a2c3971bfc74c2eb43819a780
3
+ size 5048
run-1/checkpoint-16840/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/May14_13-42-22_d0b6fd4b0e89/events.out.tfevents.1715697677.d0b6fd4b0e89.396.3 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c7bb2ecfa53ff1e92d2e2a8cf886feeaefdf6897a98e3f01f1e7ca3330bad158
3
- size 11093
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2e053d4eb45c21f89810510350ddd62b01b444861d77381d5d5576cc2bde3747
3
+ size 13263