Hugging Face's logo

gabella
/
bert-emotion

Text Classification
Transformers
PyTorch
TensorBoard
distilbert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
1
gabella commited on
Commit
d464775
·
1 Parent(s): b629b93

Training in progress, epoch 1

Browse files
Files changed (21) hide show
  1. .gitignore +1 -0
  2. config.json +38 -0
  3. last-checkpoint/config.json +38 -0
  4. last-checkpoint/optimizer.pt +3 -0
  5. last-checkpoint/pytorch_model.bin +3 -0
  6. last-checkpoint/rng_state.pth +3 -0
  7. last-checkpoint/scheduler.pt +3 -0
  8. last-checkpoint/special_tokens_map.json +7 -0
  9. last-checkpoint/tokenizer.json +0 -0
  10. last-checkpoint/tokenizer_config.json +14 -0
  11. last-checkpoint/trainer_state.json +33 -0
  12. last-checkpoint/training_args.bin +3 -0
  13. last-checkpoint/vocab.txt +0 -0
  14. pytorch_model.bin +3 -0
  15. runs/Jan05_19-40-55_c8b9fbb1ba6c/1672947709.6998668/events.out.tfevents.1672947709.c8b9fbb1ba6c.1068.1 +3 -0
  16. runs/Jan05_19-40-55_c8b9fbb1ba6c/events.out.tfevents.1672947709.c8b9fbb1ba6c.1068.0 +3 -0
  17. special_tokens_map.json +7 -0
  18. tokenizer.json +0 -0
  19. tokenizer_config.json +14 -0
  20. training_args.bin +3 -0
  21. vocab.txt +0 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ checkpoint-*/
config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-cased",
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
+ "id2label": {
12
+ "0": "anger",
13
+ "1": "joy",
14
+ "2": "optimism",
15
+ "3": "sadness"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "label2id": {
19
+ "anger": 0,
20
+ "joy": 1,
21
+ "optimism": 2,
22
+ "sadness": 3
23
+ },
24
+ "max_position_embeddings": 512,
25
+ "model_type": "distilbert",
26
+ "n_heads": 12,
27
+ "n_layers": 6,
28
+ "output_past": true,
29
+ "pad_token_id": 0,
30
+ "problem_type": "single_label_classification",
31
+ "qa_dropout": 0.1,
32
+ "seq_classif_dropout": 0.2,
33
+ "sinusoidal_pos_embds": false,
34
+ "tie_weights_": true,
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.25.1",
37
+ "vocab_size": 28996
38
+ }
last-checkpoint/config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-cased",
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
+ "id2label": {
12
+ "0": "anger",
13
+ "1": "joy",
14
+ "2": "optimism",
15
+ "3": "sadness"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "label2id": {
19
+ "anger": 0,
20
+ "joy": 1,
21
+ "optimism": 2,
22
+ "sadness": 3
23
+ },
24
+ "max_position_embeddings": 512,
25
+ "model_type": "distilbert",
26
+ "n_heads": 12,
27
+ "n_layers": 6,
28
+ "output_past": true,
29
+ "pad_token_id": 0,
30
+ "problem_type": "single_label_classification",
31
+ "qa_dropout": 0.1,
32
+ "seq_classif_dropout": 0.2,
33
+ "sinusoidal_pos_embds": false,
34
+ "tie_weights_": true,
35
+ "torch_dtype": "float32",
36
+ "transformers_version": "4.25.1",
37
+ "vocab_size": 28996
38
+ }
last-checkpoint/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6277e8fe5d1f73e134a1e067d7ceca5cd9c4a0bc317774e8884e926e3c97f05b
3
+ size 526337605
last-checkpoint/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7016c8756edf7898b6de94fab09649da74709dd38ff47666355c6afee01fd0fe
3
+ size 263173805
last-checkpoint/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f4a52ac26b5a94c3219c09c22a0bd521f8e864f5b42d3ecd91f2e9b127cf3d45
3
+ size 14575
last-checkpoint/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d3319d4bda1d7e80810542cd85f97877bff2efa54fde1ece47170a3ebe187dc0
3
+ size 627
last-checkpoint/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
+ }
last-checkpoint/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
last-checkpoint/tokenizer_config.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "do_lower_case": false,
4
+ "mask_token": "[MASK]",
5
+ "model_max_length": 512,
6
+ "name_or_path": "distilbert-base-cased",
7
+ "pad_token": "[PAD]",
8
+ "sep_token": "[SEP]",
9
+ "special_tokens_map_file": null,
10
+ "strip_accents": null,
11
+ "tokenize_chinese_chars": true,
12
+ "tokenizer_class": "DistilBertTokenizer",
13
+ "unk_token": "[UNK]"
14
+ }
last-checkpoint/trainer_state.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.6701075285677592,
3
+ "best_model_checkpoint": "bert-emotion/checkpoint-815",
4
+ "epoch": 1.0,
5
+ "global_step": 815,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 1.0,
12
+ "learning_rate": 3.3333333333333335e-05,
13
+ "loss": 0.8733,
14
+ "step": 815
15
+ },
16
+ {
17
+ "epoch": 1.0,
18
+ "eval_fscore": 0.6701075285677592,
19
+ "eval_loss": 0.7449148297309875,
20
+ "eval_precision": 0.7632632355263753,
21
+ "eval_recall": 0.643413614287369,
22
+ "eval_runtime": 0.7465,
23
+ "eval_samples_per_second": 501.012,
24
+ "eval_steps_per_second": 125.923,
25
+ "step": 815
26
+ }
27
+ ],
28
+ "max_steps": 2445,
29
+ "num_train_epochs": 3,
30
+ "total_flos": 31684123606128.0,
31
+ "trial_name": null,
32
+ "trial_params": null
33
+ }
last-checkpoint/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b8e857db81f43498f51c8918bcc77addd52c3225f11be2ce70dba0c00afcc131
3
+ size 3387
last-checkpoint/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7016c8756edf7898b6de94fab09649da74709dd38ff47666355c6afee01fd0fe
3
+ size 263173805
runs/Jan05_19-40-55_c8b9fbb1ba6c/1672947709.6998668/events.out.tfevents.1672947709.c8b9fbb1ba6c.1068.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6484a887e754e221f8ffbc2bf7fff7ba127a6b937f9358be8bbb3faf1aee2647
3
+ size 5493
runs/Jan05_19-40-55_c8b9fbb1ba6c/events.out.tfevents.1672947709.c8b9fbb1ba6c.1068.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d293d93f03317f14ec8b728cc530c675c97f59f48283045b6813763fd36ed042
3
+ size 4319
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
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "do_lower_case": false,
4
+ "mask_token": "[MASK]",
5
+ "model_max_length": 512,
6
+ "name_or_path": "distilbert-base-cased",
7
+ "pad_token": "[PAD]",
8
+ "sep_token": "[SEP]",
9
+ "special_tokens_map_file": null,
10
+ "strip_accents": null,
11
+ "tokenize_chinese_chars": true,
12
+ "tokenizer_class": "DistilBertTokenizer",
13
+ "unk_token": "[UNK]"
14
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b8e857db81f43498f51c8918bcc77addd52c3225f11be2ce70dba0c00afcc131
3
+ size 3387
vocab.txt ADDED
The diff for this file is too large to render. See raw diff