JiAYu1997 commited on
Commit
21b4873
·
verified ·
1 Parent(s): e88022a

Training in progress, epoch 5

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. model.safetensors +1 -1
  2. run-0/checkpoint-10690/config.json +25 -0
  3. run-0/checkpoint-10690/model.safetensors +3 -0
  4. run-0/checkpoint-10690/optimizer.pt +3 -0
  5. run-0/checkpoint-10690/rng_state.pth +3 -0
  6. run-0/checkpoint-10690/scheduler.pt +3 -0
  7. run-0/checkpoint-10690/special_tokens_map.json +7 -0
  8. run-0/checkpoint-10690/tokenizer.json +0 -0
  9. run-0/checkpoint-10690/tokenizer_config.json +55 -0
  10. run-0/checkpoint-10690/trainer_state.json +197 -0
  11. run-0/checkpoint-10690/training_args.bin +3 -0
  12. run-0/checkpoint-10690/vocab.txt +0 -0
  13. run-0/checkpoint-2138/config.json +25 -0
  14. run-0/checkpoint-2138/model.safetensors +3 -0
  15. run-0/checkpoint-2138/optimizer.pt +3 -0
  16. run-0/checkpoint-2138/rng_state.pth +3 -0
  17. run-0/checkpoint-2138/scheduler.pt +3 -0
  18. run-0/checkpoint-2138/special_tokens_map.json +7 -0
  19. run-0/checkpoint-2138/tokenizer.json +0 -0
  20. run-0/checkpoint-2138/tokenizer_config.json +55 -0
  21. run-0/checkpoint-2138/trainer_state.json +59 -0
  22. run-0/checkpoint-2138/training_args.bin +3 -0
  23. run-0/checkpoint-2138/vocab.txt +0 -0
  24. run-0/checkpoint-4276/config.json +25 -0
  25. run-0/checkpoint-4276/model.safetensors +3 -0
  26. run-0/checkpoint-4276/optimizer.pt +3 -0
  27. run-0/checkpoint-4276/rng_state.pth +3 -0
  28. run-0/checkpoint-4276/scheduler.pt +3 -0
  29. run-0/checkpoint-4276/special_tokens_map.json +7 -0
  30. run-0/checkpoint-4276/tokenizer.json +0 -0
  31. run-0/checkpoint-4276/tokenizer_config.json +55 -0
  32. run-0/checkpoint-4276/trainer_state.json +92 -0
  33. run-0/checkpoint-4276/training_args.bin +3 -0
  34. run-0/checkpoint-4276/vocab.txt +0 -0
  35. run-0/checkpoint-6414/config.json +25 -0
  36. run-0/checkpoint-6414/model.safetensors +3 -0
  37. run-0/checkpoint-6414/optimizer.pt +3 -0
  38. run-0/checkpoint-6414/rng_state.pth +3 -0
  39. run-0/checkpoint-6414/scheduler.pt +3 -0
  40. run-0/checkpoint-6414/special_tokens_map.json +7 -0
  41. run-0/checkpoint-6414/tokenizer.json +0 -0
  42. run-0/checkpoint-6414/tokenizer_config.json +55 -0
  43. run-0/checkpoint-6414/trainer_state.json +125 -0
  44. run-0/checkpoint-6414/training_args.bin +3 -0
  45. run-0/checkpoint-6414/vocab.txt +0 -0
  46. run-0/checkpoint-8552/config.json +25 -0
  47. run-0/checkpoint-8552/model.safetensors +3 -0
  48. run-0/checkpoint-8552/optimizer.pt +3 -0
  49. run-0/checkpoint-8552/rng_state.pth +3 -0
  50. run-0/checkpoint-8552/scheduler.pt +3 -0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b763b43dc1370e99bcfd95e6f354357e734d71dfa4fa3913bd21719771f6a972
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b94f85ced3957a12bbca9a61ecb642a1a7d42f952309a2f0324b6f60b57969fc
3
  size 267832560
run-0/checkpoint-10690/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": "4.37.2",
24
+ "vocab_size": 30522
25
+ }
run-0/checkpoint-10690/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b94f85ced3957a12bbca9a61ecb642a1a7d42f952309a2f0324b6f60b57969fc
3
+ size 267832560
run-0/checkpoint-10690/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:63e6307eb69e573c672e70c7ba9e70302d348ff2345ac6f85fb5b415240eeeeb
3
+ size 535727290
run-0/checkpoint-10690/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b70f8578161ccf0ad0d4df95fea3ddf41384ae8e794c3a2e3f68def93772e68b
3
+ size 14244
run-0/checkpoint-10690/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39bd730e0e12dcbbc418fbba733b84807ce28e1d38d597931d673e12bd17dcce
3
+ size 1064
run-0/checkpoint-10690/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-0/checkpoint-10690/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-10690/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-0/checkpoint-10690/trainer_state.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.4314499357014579,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-10690",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 10690,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.23,
13
+ "learning_rate": 1.5357779776941374e-06,
14
+ "loss": 0.6168,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.47,
19
+ "learning_rate": 1.4604208639701856e-06,
20
+ "loss": 0.5776,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.7,
25
+ "learning_rate": 1.3850637502462338e-06,
26
+ "loss": 0.5746,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 0.94,
31
+ "learning_rate": 1.309706636522282e-06,
32
+ "loss": 0.5548,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 1.0,
37
+ "eval_loss": 0.5712242126464844,
38
+ "eval_matthews_correlation": 0.22434212315736826,
39
+ "eval_runtime": 0.7031,
40
+ "eval_samples_per_second": 1483.418,
41
+ "eval_steps_per_second": 93.869,
42
+ "step": 2138
43
+ },
44
+ {
45
+ "epoch": 1.17,
46
+ "learning_rate": 1.2343495227983303e-06,
47
+ "loss": 0.5154,
48
+ "step": 2500
49
+ },
50
+ {
51
+ "epoch": 1.4,
52
+ "learning_rate": 1.1589924090743783e-06,
53
+ "loss": 0.518,
54
+ "step": 3000
55
+ },
56
+ {
57
+ "epoch": 1.64,
58
+ "learning_rate": 1.0836352953504268e-06,
59
+ "loss": 0.4936,
60
+ "step": 3500
61
+ },
62
+ {
63
+ "epoch": 1.87,
64
+ "learning_rate": 1.0082781816264748e-06,
65
+ "loss": 0.4994,
66
+ "step": 4000
67
+ },
68
+ {
69
+ "epoch": 2.0,
70
+ "eval_loss": 0.5665906071662903,
71
+ "eval_matthews_correlation": 0.42102695353783776,
72
+ "eval_runtime": 0.7159,
73
+ "eval_samples_per_second": 1456.818,
74
+ "eval_steps_per_second": 92.186,
75
+ "step": 4276
76
+ },
77
+ {
78
+ "epoch": 2.1,
79
+ "learning_rate": 9.329210679025231e-07,
80
+ "loss": 0.4959,
81
+ "step": 4500
82
+ },
83
+ {
84
+ "epoch": 2.34,
85
+ "learning_rate": 8.575639541785712e-07,
86
+ "loss": 0.4483,
87
+ "step": 5000
88
+ },
89
+ {
90
+ "epoch": 2.57,
91
+ "learning_rate": 7.822068404546196e-07,
92
+ "loss": 0.5068,
93
+ "step": 5500
94
+ },
95
+ {
96
+ "epoch": 2.81,
97
+ "learning_rate": 7.068497267306677e-07,
98
+ "loss": 0.4997,
99
+ "step": 6000
100
+ },
101
+ {
102
+ "epoch": 3.0,
103
+ "eval_loss": 0.6059040427207947,
104
+ "eval_matthews_correlation": 0.4234652946715911,
105
+ "eval_runtime": 0.7145,
106
+ "eval_samples_per_second": 1459.68,
107
+ "eval_steps_per_second": 92.367,
108
+ "step": 6414
109
+ },
110
+ {
111
+ "epoch": 3.04,
112
+ "learning_rate": 6.314926130067159e-07,
113
+ "loss": 0.4698,
114
+ "step": 6500
115
+ },
116
+ {
117
+ "epoch": 3.27,
118
+ "learning_rate": 5.561354992827641e-07,
119
+ "loss": 0.457,
120
+ "step": 7000
121
+ },
122
+ {
123
+ "epoch": 3.51,
124
+ "learning_rate": 4.807783855588124e-07,
125
+ "loss": 0.4799,
126
+ "step": 7500
127
+ },
128
+ {
129
+ "epoch": 3.74,
130
+ "learning_rate": 4.0542127183486065e-07,
131
+ "loss": 0.4688,
132
+ "step": 8000
133
+ },
134
+ {
135
+ "epoch": 3.98,
136
+ "learning_rate": 3.3006415811090883e-07,
137
+ "loss": 0.5131,
138
+ "step": 8500
139
+ },
140
+ {
141
+ "epoch": 4.0,
142
+ "eval_loss": 0.6582726240158081,
143
+ "eval_matthews_correlation": 0.4226368648932913,
144
+ "eval_runtime": 0.7099,
145
+ "eval_samples_per_second": 1469.123,
146
+ "eval_steps_per_second": 92.965,
147
+ "step": 8552
148
+ },
149
+ {
150
+ "epoch": 4.21,
151
+ "learning_rate": 2.54707044386957e-07,
152
+ "loss": 0.4485,
153
+ "step": 9000
154
+ },
155
+ {
156
+ "epoch": 4.44,
157
+ "learning_rate": 1.7934993066300523e-07,
158
+ "loss": 0.4795,
159
+ "step": 9500
160
+ },
161
+ {
162
+ "epoch": 4.68,
163
+ "learning_rate": 1.0399281693905347e-07,
164
+ "loss": 0.448,
165
+ "step": 10000
166
+ },
167
+ {
168
+ "epoch": 4.91,
169
+ "learning_rate": 2.8635703215101675e-08,
170
+ "loss": 0.4804,
171
+ "step": 10500
172
+ },
173
+ {
174
+ "epoch": 5.0,
175
+ "eval_loss": 0.6815661787986755,
176
+ "eval_matthews_correlation": 0.4314499357014579,
177
+ "eval_runtime": 0.7141,
178
+ "eval_samples_per_second": 1460.611,
179
+ "eval_steps_per_second": 92.426,
180
+ "step": 10690
181
+ }
182
+ ],
183
+ "logging_steps": 500,
184
+ "max_steps": 10690,
185
+ "num_input_tokens_seen": 0,
186
+ "num_train_epochs": 5,
187
+ "save_steps": 500,
188
+ "total_flos": 171209973156672.0,
189
+ "train_batch_size": 4,
190
+ "trial_name": null,
191
+ "trial_params": {
192
+ "learning_rate": 1.6111350914180892e-06,
193
+ "num_train_epochs": 5,
194
+ "per_device_train_batch_size": 4,
195
+ "seed": 27
196
+ }
197
+ }
run-0/checkpoint-10690/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f97d1b8c846d9a42c4764f2bf68882f0deb7e36410c0809079ec73f45091bff7
3
+ size 4792
run-0/checkpoint-10690/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-2138/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": "4.37.2",
24
+ "vocab_size": 30522
25
+ }
run-0/checkpoint-2138/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8b0b71f649ea3446956627147e7913ec833950ca1c267e50a8bf0a07111d9728
3
+ size 267832560
run-0/checkpoint-2138/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f4f916614b8a526389aaae9dca50db2e77f389f027f38b9379d18505fbca3db0
3
+ size 535727290
run-0/checkpoint-2138/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:21e40a4bd1aa6152f9574d0bf801e5f1e948456d3231238492190cbdbdf60436
3
+ size 14244
run-0/checkpoint-2138/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:568fe4a63e22c6cd3e67816b33bb12de21e7f6d335180942bffa199ac505062a
3
+ size 1064
run-0/checkpoint-2138/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-0/checkpoint-2138/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-2138/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-0/checkpoint-2138/trainer_state.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.22434212315736826,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-2138",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2138,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.23,
13
+ "learning_rate": 1.5357779776941374e-06,
14
+ "loss": 0.6168,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.47,
19
+ "learning_rate": 1.4604208639701856e-06,
20
+ "loss": 0.5776,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.7,
25
+ "learning_rate": 1.3850637502462338e-06,
26
+ "loss": 0.5746,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 0.94,
31
+ "learning_rate": 1.309706636522282e-06,
32
+ "loss": 0.5548,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 1.0,
37
+ "eval_loss": 0.5712242126464844,
38
+ "eval_matthews_correlation": 0.22434212315736826,
39
+ "eval_runtime": 0.7031,
40
+ "eval_samples_per_second": 1483.418,
41
+ "eval_steps_per_second": 93.869,
42
+ "step": 2138
43
+ }
44
+ ],
45
+ "logging_steps": 500,
46
+ "max_steps": 10690,
47
+ "num_input_tokens_seen": 0,
48
+ "num_train_epochs": 5,
49
+ "save_steps": 500,
50
+ "total_flos": 32601468691104.0,
51
+ "train_batch_size": 4,
52
+ "trial_name": null,
53
+ "trial_params": {
54
+ "learning_rate": 1.6111350914180892e-06,
55
+ "num_train_epochs": 5,
56
+ "per_device_train_batch_size": 4,
57
+ "seed": 27
58
+ }
59
+ }
run-0/checkpoint-2138/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f97d1b8c846d9a42c4764f2bf68882f0deb7e36410c0809079ec73f45091bff7
3
+ size 4792
run-0/checkpoint-2138/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-4276/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": "4.37.2",
24
+ "vocab_size": 30522
25
+ }
run-0/checkpoint-4276/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fdd9b16326fbd5c8566bf5b201dcb6fc6391a56f775f13b6415adff9428e884d
3
+ size 267832560
run-0/checkpoint-4276/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:65ee2127c216550ec7a16efcc64d0b2324499853bf2481138fbb9ccfef893e16
3
+ size 535727290
run-0/checkpoint-4276/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:94bd0730cc567edcdb97fad871e4e15c3c463c901e6b2ff765f2c739787c5fb0
3
+ size 14244
run-0/checkpoint-4276/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:16a7afaaf76b855e4e808b66fc61d934c0ca1f892f3e7c32b6f30607187b97c1
3
+ size 1064
run-0/checkpoint-4276/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-0/checkpoint-4276/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-4276/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-0/checkpoint-4276/trainer_state.json ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.42102695353783776,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-4276",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 4276,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.23,
13
+ "learning_rate": 1.5357779776941374e-06,
14
+ "loss": 0.6168,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.47,
19
+ "learning_rate": 1.4604208639701856e-06,
20
+ "loss": 0.5776,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.7,
25
+ "learning_rate": 1.3850637502462338e-06,
26
+ "loss": 0.5746,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 0.94,
31
+ "learning_rate": 1.309706636522282e-06,
32
+ "loss": 0.5548,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 1.0,
37
+ "eval_loss": 0.5712242126464844,
38
+ "eval_matthews_correlation": 0.22434212315736826,
39
+ "eval_runtime": 0.7031,
40
+ "eval_samples_per_second": 1483.418,
41
+ "eval_steps_per_second": 93.869,
42
+ "step": 2138
43
+ },
44
+ {
45
+ "epoch": 1.17,
46
+ "learning_rate": 1.2343495227983303e-06,
47
+ "loss": 0.5154,
48
+ "step": 2500
49
+ },
50
+ {
51
+ "epoch": 1.4,
52
+ "learning_rate": 1.1589924090743783e-06,
53
+ "loss": 0.518,
54
+ "step": 3000
55
+ },
56
+ {
57
+ "epoch": 1.64,
58
+ "learning_rate": 1.0836352953504268e-06,
59
+ "loss": 0.4936,
60
+ "step": 3500
61
+ },
62
+ {
63
+ "epoch": 1.87,
64
+ "learning_rate": 1.0082781816264748e-06,
65
+ "loss": 0.4994,
66
+ "step": 4000
67
+ },
68
+ {
69
+ "epoch": 2.0,
70
+ "eval_loss": 0.5665906071662903,
71
+ "eval_matthews_correlation": 0.42102695353783776,
72
+ "eval_runtime": 0.7159,
73
+ "eval_samples_per_second": 1456.818,
74
+ "eval_steps_per_second": 92.186,
75
+ "step": 4276
76
+ }
77
+ ],
78
+ "logging_steps": 500,
79
+ "max_steps": 10690,
80
+ "num_input_tokens_seen": 0,
81
+ "num_train_epochs": 5,
82
+ "save_steps": 500,
83
+ "total_flos": 65067882729672.0,
84
+ "train_batch_size": 4,
85
+ "trial_name": null,
86
+ "trial_params": {
87
+ "learning_rate": 1.6111350914180892e-06,
88
+ "num_train_epochs": 5,
89
+ "per_device_train_batch_size": 4,
90
+ "seed": 27
91
+ }
92
+ }
run-0/checkpoint-4276/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f97d1b8c846d9a42c4764f2bf68882f0deb7e36410c0809079ec73f45091bff7
3
+ size 4792
run-0/checkpoint-4276/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-6414/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": "4.37.2",
24
+ "vocab_size": 30522
25
+ }
run-0/checkpoint-6414/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e9befe47666d020cfea4ac6e9b8752bf39c0ae3f9cd22e208e9fee9f606368c8
3
+ size 267832560
run-0/checkpoint-6414/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e13b136966cb5588d72c21f53ac0a90b2cee39b51cab2e44a44257abf6c3384a
3
+ size 535727290
run-0/checkpoint-6414/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7f0fe39efe0732b21814a2d84f2cf96fe255d92c9630171ce4c0f6d827a76523
3
+ size 14244
run-0/checkpoint-6414/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a7e67154423975eae6924c0e45d2f2e650616c2206c477dc3dd3dd0d594899ed
3
+ size 1064
run-0/checkpoint-6414/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-0/checkpoint-6414/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-6414/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-0/checkpoint-6414/trainer_state.json ADDED
@@ -0,0 +1,125 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.4234652946715911,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-6414",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 6414,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.23,
13
+ "learning_rate": 1.5357779776941374e-06,
14
+ "loss": 0.6168,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.47,
19
+ "learning_rate": 1.4604208639701856e-06,
20
+ "loss": 0.5776,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.7,
25
+ "learning_rate": 1.3850637502462338e-06,
26
+ "loss": 0.5746,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 0.94,
31
+ "learning_rate": 1.309706636522282e-06,
32
+ "loss": 0.5548,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 1.0,
37
+ "eval_loss": 0.5712242126464844,
38
+ "eval_matthews_correlation": 0.22434212315736826,
39
+ "eval_runtime": 0.7031,
40
+ "eval_samples_per_second": 1483.418,
41
+ "eval_steps_per_second": 93.869,
42
+ "step": 2138
43
+ },
44
+ {
45
+ "epoch": 1.17,
46
+ "learning_rate": 1.2343495227983303e-06,
47
+ "loss": 0.5154,
48
+ "step": 2500
49
+ },
50
+ {
51
+ "epoch": 1.4,
52
+ "learning_rate": 1.1589924090743783e-06,
53
+ "loss": 0.518,
54
+ "step": 3000
55
+ },
56
+ {
57
+ "epoch": 1.64,
58
+ "learning_rate": 1.0836352953504268e-06,
59
+ "loss": 0.4936,
60
+ "step": 3500
61
+ },
62
+ {
63
+ "epoch": 1.87,
64
+ "learning_rate": 1.0082781816264748e-06,
65
+ "loss": 0.4994,
66
+ "step": 4000
67
+ },
68
+ {
69
+ "epoch": 2.0,
70
+ "eval_loss": 0.5665906071662903,
71
+ "eval_matthews_correlation": 0.42102695353783776,
72
+ "eval_runtime": 0.7159,
73
+ "eval_samples_per_second": 1456.818,
74
+ "eval_steps_per_second": 92.186,
75
+ "step": 4276
76
+ },
77
+ {
78
+ "epoch": 2.1,
79
+ "learning_rate": 9.329210679025231e-07,
80
+ "loss": 0.4959,
81
+ "step": 4500
82
+ },
83
+ {
84
+ "epoch": 2.34,
85
+ "learning_rate": 8.575639541785712e-07,
86
+ "loss": 0.4483,
87
+ "step": 5000
88
+ },
89
+ {
90
+ "epoch": 2.57,
91
+ "learning_rate": 7.822068404546196e-07,
92
+ "loss": 0.5068,
93
+ "step": 5500
94
+ },
95
+ {
96
+ "epoch": 2.81,
97
+ "learning_rate": 7.068497267306677e-07,
98
+ "loss": 0.4997,
99
+ "step": 6000
100
+ },
101
+ {
102
+ "epoch": 3.0,
103
+ "eval_loss": 0.6059040427207947,
104
+ "eval_matthews_correlation": 0.4234652946715911,
105
+ "eval_runtime": 0.7145,
106
+ "eval_samples_per_second": 1459.68,
107
+ "eval_steps_per_second": 92.367,
108
+ "step": 6414
109
+ }
110
+ ],
111
+ "logging_steps": 500,
112
+ "max_steps": 10690,
113
+ "num_input_tokens_seen": 0,
114
+ "num_train_epochs": 5,
115
+ "save_steps": 500,
116
+ "total_flos": 97756024425756.0,
117
+ "train_batch_size": 4,
118
+ "trial_name": null,
119
+ "trial_params": {
120
+ "learning_rate": 1.6111350914180892e-06,
121
+ "num_train_epochs": 5,
122
+ "per_device_train_batch_size": 4,
123
+ "seed": 27
124
+ }
125
+ }
run-0/checkpoint-6414/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f97d1b8c846d9a42c4764f2bf68882f0deb7e36410c0809079ec73f45091bff7
3
+ size 4792
run-0/checkpoint-6414/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-8552/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": "4.37.2",
24
+ "vocab_size": 30522
25
+ }
run-0/checkpoint-8552/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7444890e13ea2874aa4bb0ffac9325f8059ce2cd69abbd22d15a5ebf7184c62a
3
+ size 267832560
run-0/checkpoint-8552/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62c4944a2a16867c4466ac528ddf88586b59cbc4ed4b9ce19130c39e7bd902ca
3
+ size 535727290
run-0/checkpoint-8552/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e70ddfcdee251a5db17de5c89d7b5561113c773212a7568874bd3490caf88cfc
3
+ size 14244
run-0/checkpoint-8552/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:954eb72abf8565d9ced640d104375744330c306e41f055e81ead8b7ee56cd24c
3
+ size 1064