stuser2023 commited on
Commit
1e459bb
·
verified ·
1 Parent(s): 43b842a

Training in progress, epoch 1

Browse files
Files changed (48) hide show
  1. model.safetensors +1 -1
  2. run-2/checkpoint-1072/config.json +25 -0
  3. run-2/checkpoint-1072/model.safetensors +3 -0
  4. run-2/checkpoint-1072/optimizer.pt +3 -0
  5. run-2/checkpoint-1072/rng_state.pth +3 -0
  6. run-2/checkpoint-1072/scheduler.pt +3 -0
  7. run-2/checkpoint-1072/special_tokens_map.json +7 -0
  8. run-2/checkpoint-1072/tokenizer.json +0 -0
  9. run-2/checkpoint-1072/tokenizer_config.json +55 -0
  10. run-2/checkpoint-1072/trainer_state.json +88 -0
  11. run-2/checkpoint-1072/training_args.bin +3 -0
  12. run-2/checkpoint-1072/vocab.txt +0 -0
  13. run-2/checkpoint-536/config.json +25 -0
  14. run-2/checkpoint-536/model.safetensors +3 -0
  15. run-2/checkpoint-536/optimizer.pt +3 -0
  16. run-2/checkpoint-536/rng_state.pth +3 -0
  17. run-2/checkpoint-536/scheduler.pt +3 -0
  18. run-2/checkpoint-536/special_tokens_map.json +7 -0
  19. run-2/checkpoint-536/tokenizer.json +0 -0
  20. run-2/checkpoint-536/tokenizer_config.json +55 -0
  21. run-2/checkpoint-536/trainer_state.json +63 -0
  22. run-2/checkpoint-536/training_args.bin +3 -0
  23. run-2/checkpoint-536/vocab.txt +0 -0
  24. run-2/checkpoint-804/config.json +25 -0
  25. run-2/checkpoint-804/model.safetensors +3 -0
  26. run-2/checkpoint-804/optimizer.pt +3 -0
  27. run-2/checkpoint-804/rng_state.pth +3 -0
  28. run-2/checkpoint-804/scheduler.pt +3 -0
  29. run-2/checkpoint-804/special_tokens_map.json +7 -0
  30. run-2/checkpoint-804/tokenizer.json +0 -0
  31. run-2/checkpoint-804/tokenizer_config.json +55 -0
  32. run-2/checkpoint-804/trainer_state.json +72 -0
  33. run-2/checkpoint-804/training_args.bin +3 -0
  34. run-2/checkpoint-804/vocab.txt +0 -0
  35. run-3/checkpoint-134/config.json +25 -0
  36. run-3/checkpoint-134/model.safetensors +3 -0
  37. run-3/checkpoint-134/optimizer.pt +3 -0
  38. run-3/checkpoint-134/rng_state.pth +3 -0
  39. run-3/checkpoint-134/scheduler.pt +3 -0
  40. run-3/checkpoint-134/special_tokens_map.json +7 -0
  41. run-3/checkpoint-134/tokenizer.json +0 -0
  42. run-3/checkpoint-134/tokenizer_config.json +55 -0
  43. run-3/checkpoint-134/trainer_state.json +47 -0
  44. run-3/checkpoint-134/training_args.bin +3 -0
  45. run-3/checkpoint-134/vocab.txt +0 -0
  46. runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727358405.f266a1036e13.258.4 +2 -2
  47. runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727358552.f266a1036e13.258.5 +3 -0
  48. training_args.bin +1 -1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3b387a276a46d271831ed4c0b8b2422a9c0e1b8f922a6de345df90d62c755a87
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45273d24519907b1e6cd0335bd18fcf660d057efd4c7aeb8de7f6a267295f20d
3
  size 267832560
run-2/checkpoint-1072/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": "4.45.0",
24
+ "vocab_size": 30522
25
+ }
run-2/checkpoint-1072/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ad227f1306eb119920599da00edf34163320ff3692d6f3c1793ee414b65dc4e
3
+ size 267832560
run-2/checkpoint-1072/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f2be42a01d96aaad8d2965f6a656b0694b0e307cdb13cdbb145cfb958ecaeb2c
3
+ size 535727290
run-2/checkpoint-1072/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:788d32cbca97d67cf172a4eb83a168e17a30fdb3caeb9a634e77a6920b3fc5f4
3
+ size 14244
run-2/checkpoint-1072/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:312edbf46b13d2a0bf6f639eabb29f112a26a9704991a37fe8e8100701adb177
3
+ size 1064
run-2/checkpoint-1072/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-2/checkpoint-1072/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-2/checkpoint-1072/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-2/checkpoint-1072/trainer_state.json ADDED
@@ -0,0 +1,88 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.42662088349566707,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-1072",
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 1072,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": 0.547015905380249,
14
+ "eval_matthews_correlation": 0.21965396568843812,
15
+ "eval_runtime": 0.7987,
16
+ "eval_samples_per_second": 1305.815,
17
+ "eval_steps_per_second": 82.631,
18
+ "step": 268
19
+ },
20
+ {
21
+ "epoch": 1.8656716417910446,
22
+ "grad_norm": 5.013413906097412,
23
+ "learning_rate": 2.4916450268020124e-06,
24
+ "loss": 0.5406,
25
+ "step": 500
26
+ },
27
+ {
28
+ "epoch": 2.0,
29
+ "eval_loss": 0.5194542407989502,
30
+ "eval_matthews_correlation": 0.38878916468148733,
31
+ "eval_runtime": 0.9473,
32
+ "eval_samples_per_second": 1100.981,
33
+ "eval_steps_per_second": 69.669,
34
+ "step": 536
35
+ },
36
+ {
37
+ "epoch": 3.0,
38
+ "eval_loss": 0.511012613773346,
39
+ "eval_matthews_correlation": 0.4209176074686373,
40
+ "eval_runtime": 1.7589,
41
+ "eval_samples_per_second": 592.995,
42
+ "eval_steps_per_second": 37.524,
43
+ "step": 804
44
+ },
45
+ {
46
+ "epoch": 3.7313432835820897,
47
+ "grad_norm": 5.263833999633789,
48
+ "learning_rate": 3.1363363973731624e-07,
49
+ "loss": 0.4347,
50
+ "step": 1000
51
+ },
52
+ {
53
+ "epoch": 4.0,
54
+ "eval_loss": 0.5149170756340027,
55
+ "eval_matthews_correlation": 0.42662088349566707,
56
+ "eval_runtime": 0.9396,
57
+ "eval_samples_per_second": 1109.992,
58
+ "eval_steps_per_second": 70.239,
59
+ "step": 1072
60
+ }
61
+ ],
62
+ "logging_steps": 500,
63
+ "max_steps": 1072,
64
+ "num_input_tokens_seen": 0,
65
+ "num_train_epochs": 4,
66
+ "save_steps": 500,
67
+ "stateful_callbacks": {
68
+ "TrainerControl": {
69
+ "args": {
70
+ "should_epoch_stop": false,
71
+ "should_evaluate": false,
72
+ "should_log": false,
73
+ "should_save": true,
74
+ "should_training_stop": true
75
+ },
76
+ "attributes": {}
77
+ }
78
+ },
79
+ "total_flos": 190264063081320.0,
80
+ "train_batch_size": 32,
81
+ "trial_name": null,
82
+ "trial_params": {
83
+ "learning_rate": 4.669656413866708e-06,
84
+ "num_train_epochs": 4,
85
+ "per_device_train_batch_size": 32,
86
+ "seed": 15
87
+ }
88
+ }
run-2/checkpoint-1072/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac07b7d7c79287c619afc05fab04377c4fc350f1f525ea401e4f9d9b5b15e72c
3
+ size 5304
run-2/checkpoint-1072/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-2/checkpoint-536/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": "4.45.0",
24
+ "vocab_size": 30522
25
+ }
run-2/checkpoint-536/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6403fc647d70d911040f0bb298ecfc219f288dd9c976fa2c9384fb3141f0ddd3
3
+ size 267832560
run-2/checkpoint-536/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:048245b19405ab273c9d77d0bec65b51180f2e22513335d1c252c7ee95ab5f63
3
+ size 535727290
run-2/checkpoint-536/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f827f37a1c9c2084582a7eebf927c4456d10117d230821f32569b32524a79921
3
+ size 14244
run-2/checkpoint-536/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:994432a8a213a6e435c09adde124a3394164b04858034ac03e3134883bf2b810
3
+ size 1064
run-2/checkpoint-536/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-2/checkpoint-536/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-2/checkpoint-536/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-2/checkpoint-536/trainer_state.json ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.38878916468148733,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-536",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 536,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": 0.547015905380249,
14
+ "eval_matthews_correlation": 0.21965396568843812,
15
+ "eval_runtime": 0.7987,
16
+ "eval_samples_per_second": 1305.815,
17
+ "eval_steps_per_second": 82.631,
18
+ "step": 268
19
+ },
20
+ {
21
+ "epoch": 1.8656716417910446,
22
+ "grad_norm": 5.013413906097412,
23
+ "learning_rate": 2.4916450268020124e-06,
24
+ "loss": 0.5406,
25
+ "step": 500
26
+ },
27
+ {
28
+ "epoch": 2.0,
29
+ "eval_loss": 0.5194542407989502,
30
+ "eval_matthews_correlation": 0.38878916468148733,
31
+ "eval_runtime": 0.9473,
32
+ "eval_samples_per_second": 1100.981,
33
+ "eval_steps_per_second": 69.669,
34
+ "step": 536
35
+ }
36
+ ],
37
+ "logging_steps": 500,
38
+ "max_steps": 1072,
39
+ "num_input_tokens_seen": 0,
40
+ "num_train_epochs": 4,
41
+ "save_steps": 500,
42
+ "stateful_callbacks": {
43
+ "TrainerControl": {
44
+ "args": {
45
+ "should_epoch_stop": false,
46
+ "should_evaluate": false,
47
+ "should_log": false,
48
+ "should_save": true,
49
+ "should_training_stop": false
50
+ },
51
+ "attributes": {}
52
+ }
53
+ },
54
+ "total_flos": 95049498141888.0,
55
+ "train_batch_size": 32,
56
+ "trial_name": null,
57
+ "trial_params": {
58
+ "learning_rate": 4.669656413866708e-06,
59
+ "num_train_epochs": 4,
60
+ "per_device_train_batch_size": 32,
61
+ "seed": 15
62
+ }
63
+ }
run-2/checkpoint-536/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac07b7d7c79287c619afc05fab04377c4fc350f1f525ea401e4f9d9b5b15e72c
3
+ size 5304
run-2/checkpoint-536/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-2/checkpoint-804/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": "4.45.0",
24
+ "vocab_size": 30522
25
+ }
run-2/checkpoint-804/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34da7d300ea68ea91fcdc491d781a80d401dc876c4c8c142752bdafc27dcae5b
3
+ size 267832560
run-2/checkpoint-804/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c73d3b7174a71c19c2d386ec5ef6f41e7e9f733f897c0858ea0a3f0cfdd5d90b
3
+ size 535727290
run-2/checkpoint-804/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:da7463e99a6040d753ef8c892dfe4f8427c3c766e808be713646c249357a4acb
3
+ size 14244
run-2/checkpoint-804/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1247b08a90228ec56f221712fef87b9f026e6b061d4b826e7b3725b9cd81b50a
3
+ size 1064
run-2/checkpoint-804/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-2/checkpoint-804/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-2/checkpoint-804/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-2/checkpoint-804/trainer_state.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.4209176074686373,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-804",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 804,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": 0.547015905380249,
14
+ "eval_matthews_correlation": 0.21965396568843812,
15
+ "eval_runtime": 0.7987,
16
+ "eval_samples_per_second": 1305.815,
17
+ "eval_steps_per_second": 82.631,
18
+ "step": 268
19
+ },
20
+ {
21
+ "epoch": 1.8656716417910446,
22
+ "grad_norm": 5.013413906097412,
23
+ "learning_rate": 2.4916450268020124e-06,
24
+ "loss": 0.5406,
25
+ "step": 500
26
+ },
27
+ {
28
+ "epoch": 2.0,
29
+ "eval_loss": 0.5194542407989502,
30
+ "eval_matthews_correlation": 0.38878916468148733,
31
+ "eval_runtime": 0.9473,
32
+ "eval_samples_per_second": 1100.981,
33
+ "eval_steps_per_second": 69.669,
34
+ "step": 536
35
+ },
36
+ {
37
+ "epoch": 3.0,
38
+ "eval_loss": 0.511012613773346,
39
+ "eval_matthews_correlation": 0.4209176074686373,
40
+ "eval_runtime": 1.7589,
41
+ "eval_samples_per_second": 592.995,
42
+ "eval_steps_per_second": 37.524,
43
+ "step": 804
44
+ }
45
+ ],
46
+ "logging_steps": 500,
47
+ "max_steps": 1072,
48
+ "num_input_tokens_seen": 0,
49
+ "num_train_epochs": 4,
50
+ "save_steps": 500,
51
+ "stateful_callbacks": {
52
+ "TrainerControl": {
53
+ "args": {
54
+ "should_epoch_stop": false,
55
+ "should_evaluate": false,
56
+ "should_log": false,
57
+ "should_save": true,
58
+ "should_training_stop": false
59
+ },
60
+ "attributes": {}
61
+ }
62
+ },
63
+ "total_flos": 95049498141888.0,
64
+ "train_batch_size": 32,
65
+ "trial_name": null,
66
+ "trial_params": {
67
+ "learning_rate": 4.669656413866708e-06,
68
+ "num_train_epochs": 4,
69
+ "per_device_train_batch_size": 32,
70
+ "seed": 15
71
+ }
72
+ }
run-2/checkpoint-804/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac07b7d7c79287c619afc05fab04377c4fc350f1f525ea401e4f9d9b5b15e72c
3
+ size 5304
run-2/checkpoint-804/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-3/checkpoint-134/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": "4.45.0",
24
+ "vocab_size": 30522
25
+ }
run-3/checkpoint-134/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45273d24519907b1e6cd0335bd18fcf660d057efd4c7aeb8de7f6a267295f20d
3
+ size 267832560
run-3/checkpoint-134/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee4c433450ff12580f829783b871f1588240507c540950d6bb6d8efadeeff0a3
3
+ size 535727290
run-3/checkpoint-134/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:be625c69c38ff10078cd2562b1bf7255a8c40da647e6098eb535a632cc7e525b
3
+ size 14244
run-3/checkpoint-134/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3592427ffb6e42c819866d2793d1b0bb7d123e2c1fcb98e673f76dbdb51e2efd
3
+ size 1064
run-3/checkpoint-134/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-3/checkpoint-134/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-3/checkpoint-134/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-3/checkpoint-134/trainer_state.json ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3577028127616067,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-3/checkpoint-134",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 134,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": 0.5295282602310181,
14
+ "eval_matthews_correlation": 0.3577028127616067,
15
+ "eval_runtime": 0.7966,
16
+ "eval_samples_per_second": 1309.259,
17
+ "eval_steps_per_second": 82.849,
18
+ "step": 134
19
+ }
20
+ ],
21
+ "logging_steps": 500,
22
+ "max_steps": 268,
23
+ "num_input_tokens_seen": 0,
24
+ "num_train_epochs": 2,
25
+ "save_steps": 500,
26
+ "stateful_callbacks": {
27
+ "TrainerControl": {
28
+ "args": {
29
+ "should_epoch_stop": false,
30
+ "should_evaluate": false,
31
+ "should_log": false,
32
+ "should_save": true,
33
+ "should_training_stop": false
34
+ },
35
+ "attributes": {}
36
+ }
37
+ },
38
+ "total_flos": 0,
39
+ "train_batch_size": 64,
40
+ "trial_name": null,
41
+ "trial_params": {
42
+ "learning_rate": 1.1486502446056178e-05,
43
+ "num_train_epochs": 2,
44
+ "per_device_train_batch_size": 64,
45
+ "seed": 27
46
+ }
47
+ }
run-3/checkpoint-134/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c947f4ef41847348dc05333cc6dacba9abdd7f0fda6f36ebd85c0073a00d6b56
3
+ size 5304
run-3/checkpoint-134/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727358405.f266a1036e13.258.4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:17fb7a4d96f5ef9547e2e9f1a5f09a4128de8e1c0be58f570476284f01d2759f
3
- size 6176
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:afcf24f607abc6dd38beada55476decd96fa5d575b0d1287b6db4ece724903cc
3
+ size 7076
runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727358552.f266a1036e13.258.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd47a3f042261657e3aee5a26fe28f9546e5f4634d5752ad748188659690cde9
3
+ size 5985
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ac07b7d7c79287c619afc05fab04377c4fc350f1f525ea401e4f9d9b5b15e72c
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c947f4ef41847348dc05333cc6dacba9abdd7f0fda6f36ebd85c0073a00d6b56
3
  size 5304