Doowon96 commited on
Commit
6565463
·
verified ·
1 Parent(s): 54e94e0

End of training

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. README.md +61 -0
  2. config.json +40 -0
  3. logs/events.out.tfevents.1708325107.2c8afbeedd1a.444.0 +3 -0
  4. logs/events.out.tfevents.1708325183.2c8afbeedd1a.444.1 +3 -0
  5. model.safetensors +3 -0
  6. run-0/checkpoint-1382/config.json +40 -0
  7. run-0/checkpoint-1382/model.safetensors +3 -0
  8. run-0/checkpoint-1382/optimizer.pt +3 -0
  9. run-0/checkpoint-1382/rng_state.pth +3 -0
  10. run-0/checkpoint-1382/scheduler.pt +3 -0
  11. run-0/checkpoint-1382/special_tokens_map.json +51 -0
  12. run-0/checkpoint-1382/tokenizer.json +0 -0
  13. run-0/checkpoint-1382/tokenizer_config.json +59 -0
  14. run-0/checkpoint-1382/trainer_state.json +47 -0
  15. run-0/checkpoint-1382/training_args.bin +3 -0
  16. run-0/checkpoint-1382/vocab.txt +0 -0
  17. run-0/checkpoint-2764/config.json +40 -0
  18. run-0/checkpoint-2764/model.safetensors +3 -0
  19. run-0/checkpoint-2764/optimizer.pt +3 -0
  20. run-0/checkpoint-2764/rng_state.pth +3 -0
  21. run-0/checkpoint-2764/scheduler.pt +3 -0
  22. run-0/checkpoint-2764/special_tokens_map.json +51 -0
  23. run-0/checkpoint-2764/tokenizer.json +0 -0
  24. run-0/checkpoint-2764/tokenizer_config.json +59 -0
  25. run-0/checkpoint-2764/trainer_state.json +74 -0
  26. run-0/checkpoint-2764/training_args.bin +3 -0
  27. run-0/checkpoint-2764/vocab.txt +0 -0
  28. run-0/checkpoint-87/config.json +40 -0
  29. run-0/checkpoint-87/model.safetensors +3 -0
  30. run-0/checkpoint-87/optimizer.pt +3 -0
  31. run-0/checkpoint-87/rng_state.pth +3 -0
  32. run-0/checkpoint-87/scheduler.pt +3 -0
  33. run-0/checkpoint-87/special_tokens_map.json +51 -0
  34. run-0/checkpoint-87/tokenizer.json +0 -0
  35. run-0/checkpoint-87/tokenizer_config.json +59 -0
  36. run-0/checkpoint-87/trainer_state.json +35 -0
  37. run-0/checkpoint-87/training_args.bin +3 -0
  38. run-0/checkpoint-87/vocab.txt +0 -0
  39. run-1/checkpoint-174/config.json +40 -0
  40. run-1/checkpoint-174/model.safetensors +3 -0
  41. run-1/checkpoint-174/optimizer.pt +3 -0
  42. run-1/checkpoint-174/rng_state.pth +3 -0
  43. run-1/checkpoint-174/scheduler.pt +3 -0
  44. run-1/checkpoint-174/special_tokens_map.json +51 -0
  45. run-1/checkpoint-174/tokenizer.json +0 -0
  46. run-1/checkpoint-174/tokenizer_config.json +59 -0
  47. run-1/checkpoint-174/trainer_state.json +44 -0
  48. run-1/checkpoint-174/training_args.bin +3 -0
  49. run-1/checkpoint-174/vocab.txt +0 -0
  50. run-1/checkpoint-261/config.json +40 -0
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: klue/roberta-base
3
+ tags:
4
+ - generated_from_trainer
5
+ metrics:
6
+ - f1
7
+ model-index:
8
+ - name: roberta-base-finetuned-hate_speech-best
9
+ results: []
10
+ ---
11
+
12
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
+ should probably proofread and complete it, then remove this comment. -->
14
+
15
+ # roberta-base-finetuned-hate_speech-best
16
+
17
+ This model is a fine-tuned version of [klue/roberta-base](https://huggingface.co/klue/roberta-base) on the None dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 0.9992
20
+ - F1: 0.6290
21
+
22
+ ## Model description
23
+
24
+ More information needed
25
+
26
+ ## Intended uses & limitations
27
+
28
+ More information needed
29
+
30
+ ## Training and evaluation data
31
+
32
+ More information needed
33
+
34
+ ## Training procedure
35
+
36
+ ### Training hyperparameters
37
+
38
+ The following hyperparameters were used during training:
39
+ - learning_rate: 2.237588569580688e-05
40
+ - train_batch_size: 8
41
+ - eval_batch_size: 8
42
+ - seed: 39
43
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
+ - lr_scheduler_type: linear
45
+ - num_epochs: 3
46
+
47
+ ### Training results
48
+
49
+ | Training Loss | Epoch | Step | Validation Loss | F1 |
50
+ |:-------------:|:-----:|:----:|:---------------:|:------:|
51
+ | 0.903 | 1.0 | 691 | 0.7957 | 0.6028 |
52
+ | 0.7236 | 2.0 | 1382 | 0.7965 | 0.6316 |
53
+ | 0.4621 | 3.0 | 2073 | 0.9992 | 0.6290 |
54
+
55
+
56
+ ### Framework versions
57
+
58
+ - Transformers 4.37.2
59
+ - Pytorch 2.1.0+cu121
60
+ - Datasets 2.17.0
61
+ - Tokenizers 0.15.2
config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "klue/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "tokenizer_class": "BertTokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.37.2",
37
+ "type_vocab_size": 1,
38
+ "use_cache": true,
39
+ "vocab_size": 32000
40
+ }
logs/events.out.tfevents.1708325107.2c8afbeedd1a.444.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1fe15dcbf52c983363a7419e1fbf169efdced5302685cec99e25c3c574420dce
3
+ size 4662
logs/events.out.tfevents.1708325183.2c8afbeedd1a.444.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:326445f873438c70c2660724a63b087e6507c34ef6131d7390bf3945ee7029d3
3
+ size 6596
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a498a80844f4b6fbf1a37431a31a3b5a8608999cd361727cf716f90d33f9fad
3
+ size 442505820
run-0/checkpoint-1382/config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "klue/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "tokenizer_class": "BertTokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.37.2",
37
+ "type_vocab_size": 1,
38
+ "use_cache": true,
39
+ "vocab_size": 32000
40
+ }
run-0/checkpoint-1382/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5470233f6984fea28080c0c0263e193fe18e95092a14e3cf45a7eb0bf3d72415
3
+ size 442505820
run-0/checkpoint-1382/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b4698f630595361a0039b354abef970ffe22cc7bb283008cb4abc5e2c40fdb4
3
+ size 885131514
run-0/checkpoint-1382/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:001f0d90d04f4a795ba30bb9133f568577d5a53502b45ff3b9a9811d1a6ac225
3
+ size 14244
run-0/checkpoint-1382/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8fe9ec2187f5439f887a5ec692c1e16013bf4a5b81555e7617c575561535d50b
3
+ size 1064
run-0/checkpoint-1382/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "[CLS]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "[SEP]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "[MASK]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "[PAD]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "[SEP]",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "[UNK]",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
run-0/checkpoint-1382/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-1382/tokenizer_config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[CLS]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[PAD]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[SEP]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[UNK]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "[CLS]",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "[CLS]",
47
+ "do_basic_tokenize": true,
48
+ "do_lower_case": false,
49
+ "eos_token": "[SEP]",
50
+ "mask_token": "[MASK]",
51
+ "model_max_length": 512,
52
+ "never_split": null,
53
+ "pad_token": "[PAD]",
54
+ "sep_token": "[SEP]",
55
+ "strip_accents": null,
56
+ "tokenize_chinese_chars": true,
57
+ "tokenizer_class": "BertTokenizer",
58
+ "unk_token": "[UNK]"
59
+ }
run-0/checkpoint-1382/trainer_state.json ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5922490852804443,
3
+ "best_model_checkpoint": "test-klue/ynat/run-0/checkpoint-1382",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 1382,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.36,
13
+ "learning_rate": 1.549617863520091e-06,
14
+ "loss": 1.0402,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.72,
19
+ "learning_rate": 1.2073877699865019e-06,
20
+ "loss": 0.8825,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 1.0,
25
+ "eval_f1": 0.5922490852804443,
26
+ "eval_loss": 0.8286302089691162,
27
+ "eval_runtime": 9.5242,
28
+ "eval_samples_per_second": 248.734,
29
+ "eval_steps_per_second": 1.995,
30
+ "step": 1382
31
+ }
32
+ ],
33
+ "logging_steps": 500,
34
+ "max_steps": 2764,
35
+ "num_input_tokens_seen": 0,
36
+ "num_train_epochs": 2,
37
+ "save_steps": 500,
38
+ "total_flos": 167013297476424.0,
39
+ "train_batch_size": 4,
40
+ "trial_name": null,
41
+ "trial_params": {
42
+ "learning_rate": 1.8850033551830082e-06,
43
+ "num_train_epochs": 2,
44
+ "per_device_train_batch_size": 4,
45
+ "seed": 19
46
+ }
47
+ }
run-0/checkpoint-1382/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:af98c47737861dbadd5484fe0d159b1b72fb3dd72eb572c61de392f3b326bfaf
3
+ size 4728
run-0/checkpoint-1382/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-2764/config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "klue/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "tokenizer_class": "BertTokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.37.2",
37
+ "type_vocab_size": 1,
38
+ "use_cache": true,
39
+ "vocab_size": 32000
40
+ }
run-0/checkpoint-2764/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf15e2794e157a871904f9c595afcc0fcb3f6d5969641c646116e509d6b165bc
3
+ size 442505820
run-0/checkpoint-2764/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8db37f2f46bb280f76d2cb17b9f838e9c450e742f51b1daebd5cb53740c05b33
3
+ size 885131514
run-0/checkpoint-2764/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:579640e3f9eab142dad32be3e40cf5119759b67ccf3e400860d398d86dd2580b
3
+ size 14244
run-0/checkpoint-2764/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b13a41b1169c206173bc782464e18fcc27f8dafdd2f82013d7e1db88920940cf
3
+ size 1064
run-0/checkpoint-2764/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "[CLS]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "[SEP]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "[MASK]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "[PAD]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "[SEP]",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "[UNK]",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
run-0/checkpoint-2764/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-2764/tokenizer_config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[CLS]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[PAD]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[SEP]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[UNK]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "[CLS]",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "[CLS]",
47
+ "do_basic_tokenize": true,
48
+ "do_lower_case": false,
49
+ "eos_token": "[SEP]",
50
+ "mask_token": "[MASK]",
51
+ "model_max_length": 512,
52
+ "never_split": null,
53
+ "pad_token": "[PAD]",
54
+ "sep_token": "[SEP]",
55
+ "strip_accents": null,
56
+ "tokenize_chinese_chars": true,
57
+ "tokenizer_class": "BertTokenizer",
58
+ "unk_token": "[UNK]"
59
+ }
run-0/checkpoint-2764/trainer_state.json ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5966597659617285,
3
+ "best_model_checkpoint": "test-klue/ynat/run-0/checkpoint-2764",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2764,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.36,
13
+ "learning_rate": 1.549617863520091e-06,
14
+ "loss": 1.0402,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.72,
19
+ "learning_rate": 1.2073877699865019e-06,
20
+ "loss": 0.8825,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 1.0,
25
+ "eval_f1": 0.5922490852804443,
26
+ "eval_loss": 0.8286302089691162,
27
+ "eval_runtime": 9.5242,
28
+ "eval_samples_per_second": 248.734,
29
+ "eval_steps_per_second": 1.995,
30
+ "step": 1382
31
+ },
32
+ {
33
+ "epoch": 1.09,
34
+ "learning_rate": 8.65157676452913e-07,
35
+ "loss": 0.8276,
36
+ "step": 1500
37
+ },
38
+ {
39
+ "epoch": 1.45,
40
+ "learning_rate": 5.22927582919324e-07,
41
+ "loss": 0.7615,
42
+ "step": 2000
43
+ },
44
+ {
45
+ "epoch": 1.81,
46
+ "learning_rate": 1.8069748938573499e-07,
47
+ "loss": 0.7606,
48
+ "step": 2500
49
+ },
50
+ {
51
+ "epoch": 2.0,
52
+ "eval_f1": 0.5966597659617285,
53
+ "eval_loss": 0.8385059237480164,
54
+ "eval_runtime": 9.5681,
55
+ "eval_samples_per_second": 247.594,
56
+ "eval_steps_per_second": 1.986,
57
+ "step": 2764
58
+ }
59
+ ],
60
+ "logging_steps": 500,
61
+ "max_steps": 2764,
62
+ "num_input_tokens_seen": 0,
63
+ "num_train_epochs": 2,
64
+ "save_steps": 500,
65
+ "total_flos": 417767579078724.0,
66
+ "train_batch_size": 4,
67
+ "trial_name": null,
68
+ "trial_params": {
69
+ "learning_rate": 1.8850033551830082e-06,
70
+ "num_train_epochs": 2,
71
+ "per_device_train_batch_size": 4,
72
+ "seed": 19
73
+ }
74
+ }
run-0/checkpoint-2764/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:af98c47737861dbadd5484fe0d159b1b72fb3dd72eb572c61de392f3b326bfaf
3
+ size 4728
run-0/checkpoint-2764/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-87/config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "klue/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "tokenizer_class": "BertTokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.37.2",
37
+ "type_vocab_size": 1,
38
+ "use_cache": true,
39
+ "vocab_size": 32000
40
+ }
run-0/checkpoint-87/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8375472e7b1582fe392abca2cdc069b2df6d67788dca3e0f92454e8546469467
3
+ size 442505820
run-0/checkpoint-87/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aaa6c3137b7172c1c5c9559e3624b6b699304942d44aa16676c3fa4dbaa0e290
3
+ size 885131514
run-0/checkpoint-87/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbb67f776b85214ac82e231e0775459ae5b262557c1e99a0bd395fac7bf85a90
3
+ size 14244
run-0/checkpoint-87/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51b6fa6869c4132e447396c9dd3208b1d97a6e6fda5543e7a74b0fdcd69df343
3
+ size 1064
run-0/checkpoint-87/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "[CLS]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "[SEP]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "[MASK]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "[PAD]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "[SEP]",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "[UNK]",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
run-0/checkpoint-87/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-0/checkpoint-87/tokenizer_config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[CLS]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[PAD]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[SEP]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[UNK]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "[CLS]",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "[CLS]",
47
+ "do_basic_tokenize": true,
48
+ "do_lower_case": false,
49
+ "eos_token": "[SEP]",
50
+ "mask_token": "[MASK]",
51
+ "model_max_length": 512,
52
+ "never_split": null,
53
+ "pad_token": "[PAD]",
54
+ "sep_token": "[SEP]",
55
+ "strip_accents": null,
56
+ "tokenize_chinese_chars": true,
57
+ "tokenizer_class": "BertTokenizer",
58
+ "unk_token": "[UNK]"
59
+ }
run-0/checkpoint-87/trainer_state.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.20147275405007362,
3
+ "best_model_checkpoint": "test-klue/ynat/run-0/checkpoint-87",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 87,
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_f1": 0.20147275405007362,
14
+ "eval_loss": 1.06578528881073,
15
+ "eval_runtime": 9.3394,
16
+ "eval_samples_per_second": 253.656,
17
+ "eval_steps_per_second": 2.034,
18
+ "step": 87
19
+ }
20
+ ],
21
+ "logging_steps": 500,
22
+ "max_steps": 348,
23
+ "num_input_tokens_seen": 0,
24
+ "num_train_epochs": 4,
25
+ "save_steps": 500,
26
+ "total_flos": 0,
27
+ "train_batch_size": 64,
28
+ "trial_name": null,
29
+ "trial_params": {
30
+ "learning_rate": 1.561667708933033e-06,
31
+ "num_train_epochs": 4,
32
+ "per_device_train_batch_size": 64,
33
+ "seed": 7
34
+ }
35
+ }
run-0/checkpoint-87/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9dfcc5fce45200a1906fddc0be7f289ddef5330fcbbd0c8d3f69f615d96c2f20
3
+ size 4728
run-0/checkpoint-87/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-1/checkpoint-174/config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "klue/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "tokenizer_class": "BertTokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.37.2",
37
+ "type_vocab_size": 1,
38
+ "use_cache": true,
39
+ "vocab_size": 32000
40
+ }
run-1/checkpoint-174/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:35f2833dad1ab3f17cc5225759efcd9ea12b4d59af7afda58892ef64110fc681
3
+ size 442505820
run-1/checkpoint-174/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a8104505910cfb46f7c1abca2d83a1386d025e7519a55d4ed45a5b9dab9b4120
3
+ size 885131514
run-1/checkpoint-174/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79120c795d4541cee2292b4861cdd2d76bb4b20f407a71568e32e80adc74dbd4
3
+ size 14244
run-1/checkpoint-174/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0685e72cb4bd0944959e2b6c11f9e906c499dbed1a024d17b128c5c50a7731dd
3
+ size 1064
run-1/checkpoint-174/special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "[CLS]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "[SEP]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "[MASK]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "[PAD]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "[SEP]",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "[UNK]",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
run-1/checkpoint-174/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-1/checkpoint-174/tokenizer_config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[CLS]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "[PAD]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[SEP]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "[UNK]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "[CLS]",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "[CLS]",
47
+ "do_basic_tokenize": true,
48
+ "do_lower_case": false,
49
+ "eos_token": "[SEP]",
50
+ "mask_token": "[MASK]",
51
+ "model_max_length": 512,
52
+ "never_split": null,
53
+ "pad_token": "[PAD]",
54
+ "sep_token": "[SEP]",
55
+ "strip_accents": null,
56
+ "tokenize_chinese_chars": true,
57
+ "tokenizer_class": "BertTokenizer",
58
+ "unk_token": "[UNK]"
59
+ }
run-1/checkpoint-174/trainer_state.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.6209005601673058,
3
+ "best_model_checkpoint": "test-klue/ynat/run-1/checkpoint-174",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 174,
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_f1": 0.6029877323344476,
14
+ "eval_loss": 0.8173701167106628,
15
+ "eval_runtime": 9.3445,
16
+ "eval_samples_per_second": 253.518,
17
+ "eval_steps_per_second": 2.033,
18
+ "step": 87
19
+ },
20
+ {
21
+ "epoch": 2.0,
22
+ "eval_f1": 0.6209005601673058,
23
+ "eval_loss": 0.8260294795036316,
24
+ "eval_runtime": 9.4061,
25
+ "eval_samples_per_second": 251.859,
26
+ "eval_steps_per_second": 2.02,
27
+ "step": 174
28
+ }
29
+ ],
30
+ "logging_steps": 500,
31
+ "max_steps": 435,
32
+ "num_input_tokens_seen": 0,
33
+ "num_train_epochs": 5,
34
+ "save_steps": 500,
35
+ "total_flos": 0,
36
+ "train_batch_size": 64,
37
+ "trial_name": null,
38
+ "trial_params": {
39
+ "learning_rate": 7.692156877095423e-05,
40
+ "num_train_epochs": 5,
41
+ "per_device_train_batch_size": 64,
42
+ "seed": 7
43
+ }
44
+ }
run-1/checkpoint-174/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:81d472e0d5577affb665ca4b6743bf94144aa0b6bb4c1544057b0143ff175d03
3
+ size 4728
run-1/checkpoint-174/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-1/checkpoint-261/config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "klue/roberta-base",
3
+ "architectures": [
4
+ "RobertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "eos_token_id": 2,
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "LABEL_0",
16
+ "1": "LABEL_1",
17
+ "2": "LABEL_2"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "LABEL_0": 0,
23
+ "LABEL_1": 1,
24
+ "LABEL_2": 2
25
+ },
26
+ "layer_norm_eps": 1e-05,
27
+ "max_position_embeddings": 514,
28
+ "model_type": "roberta",
29
+ "num_attention_heads": 12,
30
+ "num_hidden_layers": 12,
31
+ "pad_token_id": 1,
32
+ "position_embedding_type": "absolute",
33
+ "problem_type": "single_label_classification",
34
+ "tokenizer_class": "BertTokenizer",
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.37.2",
37
+ "type_vocab_size": 1,
38
+ "use_cache": true,
39
+ "vocab_size": 32000
40
+ }