anamelchor commited on
Commit
b3e478a
1 Parent(s): 2f1fbb2

Training in progress, epoch 1

Browse files
Files changed (47) hide show
  1. model.safetensors +1 -1
  2. run-4/checkpoint-268/config.json +25 -0
  3. run-4/checkpoint-268/model.safetensors +3 -0
  4. run-4/checkpoint-268/optimizer.pt +3 -0
  5. run-4/checkpoint-268/rng_state.pth +3 -0
  6. run-4/checkpoint-268/scheduler.pt +3 -0
  7. run-4/checkpoint-268/special_tokens_map.json +7 -0
  8. run-4/checkpoint-268/tokenizer.json +0 -0
  9. run-4/checkpoint-268/tokenizer_config.json +55 -0
  10. run-4/checkpoint-268/trainer_state.json +44 -0
  11. run-4/checkpoint-268/training_args.bin +3 -0
  12. run-4/checkpoint-268/vocab.txt +0 -0
  13. run-4/checkpoint-402/config.json +25 -0
  14. run-4/checkpoint-402/model.safetensors +3 -0
  15. run-4/checkpoint-402/optimizer.pt +3 -0
  16. run-4/checkpoint-402/rng_state.pth +3 -0
  17. run-4/checkpoint-402/scheduler.pt +3 -0
  18. run-4/checkpoint-402/special_tokens_map.json +7 -0
  19. run-4/checkpoint-402/tokenizer.json +0 -0
  20. run-4/checkpoint-402/tokenizer_config.json +55 -0
  21. run-4/checkpoint-402/trainer_state.json +53 -0
  22. run-4/checkpoint-402/training_args.bin +3 -0
  23. run-4/checkpoint-402/vocab.txt +0 -0
  24. run-4/checkpoint-536/config.json +25 -0
  25. run-4/checkpoint-536/model.safetensors +3 -0
  26. run-4/checkpoint-536/optimizer.pt +3 -0
  27. run-4/checkpoint-536/rng_state.pth +3 -0
  28. run-4/checkpoint-536/scheduler.pt +3 -0
  29. run-4/checkpoint-536/special_tokens_map.json +7 -0
  30. run-4/checkpoint-536/tokenizer.json +0 -0
  31. run-4/checkpoint-536/tokenizer_config.json +55 -0
  32. run-4/checkpoint-536/trainer_state.json +69 -0
  33. run-4/checkpoint-536/training_args.bin +3 -0
  34. run-4/checkpoint-536/vocab.txt +0 -0
  35. run-5/checkpoint-1069/config.json +25 -0
  36. run-5/checkpoint-1069/model.safetensors +3 -0
  37. run-5/checkpoint-1069/optimizer.pt +3 -0
  38. run-5/checkpoint-1069/rng_state.pth +3 -0
  39. run-5/checkpoint-1069/scheduler.pt +3 -0
  40. run-5/checkpoint-1069/special_tokens_map.json +7 -0
  41. run-5/checkpoint-1069/tokenizer.json +0 -0
  42. run-5/checkpoint-1069/tokenizer_config.json +55 -0
  43. run-5/checkpoint-1069/trainer_state.json +49 -0
  44. run-5/checkpoint-1069/training_args.bin +3 -0
  45. run-5/checkpoint-1069/vocab.txt +0 -0
  46. runs/Mar03_19-18-26_abc5bcbabcce/events.out.tfevents.1709494800.abc5bcbabcce.1176.34 +3 -0
  47. training_args.bin +1 -1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0a8f7e7ee7efca1f145b5d3dd168056c45cec2c524d3efe73f7ef19f5a48ede7
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3bb0769215bc4b65b8a878eadca5f9abe81f01fb7baaaeb07cc3bee938eae377
3
  size 267832560
run-4/checkpoint-268/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": "4.38.2",
24
+ "vocab_size": 30522
25
+ }
run-4/checkpoint-268/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:25f6ba58a5224e66bf2ab5b57add549c662f1971a69192272412182fe1a43d63
3
+ size 267832560
run-4/checkpoint-268/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6b11e5ca8625d3721901638a9bfa21678b0fffcec5f2009323ce8b8925b31b74
3
+ size 535727290
run-4/checkpoint-268/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53079ad91e486c98e8caf2a5b821a40f9f8d0d282dd8358913897962422a16f7
3
+ size 14244
run-4/checkpoint-268/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:be8f8bd8e02a4995b4225fbd9b133e1be7195799d1c0d6930c7175e9aa52ae67
3
+ size 1064
run-4/checkpoint-268/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-4/checkpoint-268/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-4/checkpoint-268/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-4/checkpoint-268/trainer_state.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3353914849277504,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-268",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 268,
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": 0.5707044005393982,
14
+ "eval_matthews_correlation": 0.0,
15
+ "eval_runtime": 0.8134,
16
+ "eval_samples_per_second": 1282.322,
17
+ "eval_steps_per_second": 81.144,
18
+ "step": 134
19
+ },
20
+ {
21
+ "epoch": 2.0,
22
+ "eval_loss": 0.5365880727767944,
23
+ "eval_matthews_correlation": 0.3353914849277504,
24
+ "eval_runtime": 1.2298,
25
+ "eval_samples_per_second": 848.08,
26
+ "eval_steps_per_second": 53.666,
27
+ "step": 268
28
+ }
29
+ ],
30
+ "logging_steps": 500,
31
+ "max_steps": 536,
32
+ "num_input_tokens_seen": 0,
33
+ "num_train_epochs": 4,
34
+ "save_steps": 500,
35
+ "total_flos": 0,
36
+ "train_batch_size": 64,
37
+ "trial_name": null,
38
+ "trial_params": {
39
+ "learning_rate": 4.585789875360977e-06,
40
+ "num_train_epochs": 4,
41
+ "per_device_train_batch_size": 64,
42
+ "seed": 15
43
+ }
44
+ }
run-4/checkpoint-268/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ef0ff731fdc2cae0b198ef145bbb3fe7f7944e070856b621fff8bb1f2969dcb
3
+ size 4984
run-4/checkpoint-268/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-4/checkpoint-402/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": "4.38.2",
24
+ "vocab_size": 30522
25
+ }
run-4/checkpoint-402/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76451a4576c8f4c5c9c12219167ee73d2dfeb1998d5c64adef92e28ef9524246
3
+ size 267832560
run-4/checkpoint-402/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3b2ca73bcfe796e614f6426ddb0a16b8b6a7911fb54ab810ac7af3e24808c837
3
+ size 535727290
run-4/checkpoint-402/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac757dfc09ac9ec253905d4baf960343b58ff78a80fc4bfed9bfd51e6293eebc
3
+ size 14244
run-4/checkpoint-402/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2563de7dea436dbbf7c32099117d51382e2cda8c37c07b2eb71b32122274537
3
+ size 1064
run-4/checkpoint-402/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-4/checkpoint-402/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-4/checkpoint-402/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-4/checkpoint-402/trainer_state.json ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.394328439257328,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-402",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 402,
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": 0.5707044005393982,
14
+ "eval_matthews_correlation": 0.0,
15
+ "eval_runtime": 0.8134,
16
+ "eval_samples_per_second": 1282.322,
17
+ "eval_steps_per_second": 81.144,
18
+ "step": 134
19
+ },
20
+ {
21
+ "epoch": 2.0,
22
+ "eval_loss": 0.5365880727767944,
23
+ "eval_matthews_correlation": 0.3353914849277504,
24
+ "eval_runtime": 1.2298,
25
+ "eval_samples_per_second": 848.08,
26
+ "eval_steps_per_second": 53.666,
27
+ "step": 268
28
+ },
29
+ {
30
+ "epoch": 3.0,
31
+ "eval_loss": 0.5241007804870605,
32
+ "eval_matthews_correlation": 0.394328439257328,
33
+ "eval_runtime": 1.3904,
34
+ "eval_samples_per_second": 750.158,
35
+ "eval_steps_per_second": 47.469,
36
+ "step": 402
37
+ }
38
+ ],
39
+ "logging_steps": 500,
40
+ "max_steps": 536,
41
+ "num_input_tokens_seen": 0,
42
+ "num_train_epochs": 4,
43
+ "save_steps": 500,
44
+ "total_flos": 0,
45
+ "train_batch_size": 64,
46
+ "trial_name": null,
47
+ "trial_params": {
48
+ "learning_rate": 4.585789875360977e-06,
49
+ "num_train_epochs": 4,
50
+ "per_device_train_batch_size": 64,
51
+ "seed": 15
52
+ }
53
+ }
run-4/checkpoint-402/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ef0ff731fdc2cae0b198ef145bbb3fe7f7944e070856b621fff8bb1f2969dcb
3
+ size 4984
run-4/checkpoint-402/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-4/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": "4.38.2",
24
+ "vocab_size": 30522
25
+ }
run-4/checkpoint-536/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:32c5e38dab8d92e21c1ef86516d08bfe86fa42dcbd6f1615e436806ec8f0779c
3
+ size 267832560
run-4/checkpoint-536/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2c20db350579974cc7223744ea7a715818ff9b43630cac5cc51daa9c57fe0a30
3
+ size 535727290
run-4/checkpoint-536/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bd5c385b865c6d2a09d605a4ab3e2a71e227c207603025dffa2ea1cf040e0b84
3
+ size 14244
run-4/checkpoint-536/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:77c6bb16aa015d05c79546c50d7faa31f5dee43e232c36bba619ba8e55385d42
3
+ size 1064
run-4/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-4/checkpoint-536/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-4/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-4/checkpoint-536/trainer_state.json ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.39789056142736157,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-536",
4
+ "epoch": 4.0,
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": 0.5707044005393982,
14
+ "eval_matthews_correlation": 0.0,
15
+ "eval_runtime": 0.8134,
16
+ "eval_samples_per_second": 1282.322,
17
+ "eval_steps_per_second": 81.144,
18
+ "step": 134
19
+ },
20
+ {
21
+ "epoch": 2.0,
22
+ "eval_loss": 0.5365880727767944,
23
+ "eval_matthews_correlation": 0.3353914849277504,
24
+ "eval_runtime": 1.2298,
25
+ "eval_samples_per_second": 848.08,
26
+ "eval_steps_per_second": 53.666,
27
+ "step": 268
28
+ },
29
+ {
30
+ "epoch": 3.0,
31
+ "eval_loss": 0.5241007804870605,
32
+ "eval_matthews_correlation": 0.394328439257328,
33
+ "eval_runtime": 1.3904,
34
+ "eval_samples_per_second": 750.158,
35
+ "eval_steps_per_second": 47.469,
36
+ "step": 402
37
+ },
38
+ {
39
+ "epoch": 3.73,
40
+ "grad_norm": 3.5259664058685303,
41
+ "learning_rate": 3.080008125242447e-07,
42
+ "loss": 0.522,
43
+ "step": 500
44
+ },
45
+ {
46
+ "epoch": 4.0,
47
+ "eval_loss": 0.5204655528068542,
48
+ "eval_matthews_correlation": 0.39789056142736157,
49
+ "eval_runtime": 0.7847,
50
+ "eval_samples_per_second": 1329.246,
51
+ "eval_steps_per_second": 84.113,
52
+ "step": 536
53
+ }
54
+ ],
55
+ "logging_steps": 500,
56
+ "max_steps": 536,
57
+ "num_input_tokens_seen": 0,
58
+ "num_train_epochs": 4,
59
+ "save_steps": 500,
60
+ "total_flos": 208937050509444.0,
61
+ "train_batch_size": 64,
62
+ "trial_name": null,
63
+ "trial_params": {
64
+ "learning_rate": 4.585789875360977e-06,
65
+ "num_train_epochs": 4,
66
+ "per_device_train_batch_size": 64,
67
+ "seed": 15
68
+ }
69
+ }
run-4/checkpoint-536/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ef0ff731fdc2cae0b198ef145bbb3fe7f7944e070856b621fff8bb1f2969dcb
3
+ size 4984
run-4/checkpoint-536/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-5/checkpoint-1069/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": "4.38.2",
24
+ "vocab_size": 30522
25
+ }
run-5/checkpoint-1069/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3bb0769215bc4b65b8a878eadca5f9abe81f01fb7baaaeb07cc3bee938eae377
3
+ size 267832560
run-5/checkpoint-1069/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96ac692c59fc699fa7ec4907b716023ce709e3ddaf040ca1621fbefdce862acf
3
+ size 535727290
run-5/checkpoint-1069/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f5ff70c86db436175a3cadd2a8532f8685b60da1ad30dcdfbbfc82dfd659f57b
3
+ size 14244
run-5/checkpoint-1069/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e3a18dfd8730be074cf172d58088e455b1ef87d283883c6c33265c94bc57dec6
3
+ size 1064
run-5/checkpoint-1069/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-5/checkpoint-1069/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-5/checkpoint-1069/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-5/checkpoint-1069/trainer_state.json ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3815798845625387,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-5/checkpoint-1069",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 1069,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.47,
13
+ "grad_norm": 4.201667785644531,
14
+ "learning_rate": 5.188675273838238e-05,
15
+ "loss": 0.5755,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.94,
20
+ "grad_norm": 6.084535598754883,
21
+ "learning_rate": 4.501615518298217e-05,
22
+ "loss": 0.5472,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 1.0,
27
+ "eval_loss": 0.519609808921814,
28
+ "eval_matthews_correlation": 0.3815798845625387,
29
+ "eval_runtime": 0.7379,
30
+ "eval_samples_per_second": 1413.43,
31
+ "eval_steps_per_second": 89.44,
32
+ "step": 1069
33
+ }
34
+ ],
35
+ "logging_steps": 500,
36
+ "max_steps": 4276,
37
+ "num_input_tokens_seen": 0,
38
+ "num_train_epochs": 4,
39
+ "save_steps": 500,
40
+ "total_flos": 37691114523840.0,
41
+ "train_batch_size": 8,
42
+ "trial_name": null,
43
+ "trial_params": {
44
+ "learning_rate": 5.875735029378259e-05,
45
+ "num_train_epochs": 4,
46
+ "per_device_train_batch_size": 8,
47
+ "seed": 36
48
+ }
49
+ }
run-5/checkpoint-1069/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f5e7f5820919b1fe7d99aa7f153f7dd93c21637fefcb6b5a4d0a8059d5d02875
3
+ size 4984
run-5/checkpoint-1069/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Mar03_19-18-26_abc5bcbabcce/events.out.tfevents.1709494800.abc5bcbabcce.1176.34 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78d3e2b4cf5763c6506bdac51338b26bfbae0d7c951b591aaa8518851f861335
3
+ size 6055
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0ef0ff731fdc2cae0b198ef145bbb3fe7f7944e070856b621fff8bb1f2969dcb
3
  size 4984
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f5e7f5820919b1fe7d99aa7f153f7dd93c21637fefcb6b5a4d0a8059d5d02875
3
  size 4984