Hugging Face's logo

EmotiScan
/
amazon-comments-bert

Text Classification
Transformers
Safetensors
English
bert
Inference Endpoints
Model card Files Community
ayakubu commited on
Commit
9afbbc1
•
1 Parent(s): aa0ccda

Upload 20 files

Browse files
Files changed (20) hide show
  1. checkpoint-51/config.json +41 -0
  2. checkpoint-51/model.safetensors +3 -0
  3. checkpoint-51/optimizer.pt +3 -0
  4. checkpoint-51/rng_state.pth +3 -0
  5. checkpoint-51/scheduler.pt +3 -0
  6. checkpoint-51/special_tokens_map.json +7 -0
  7. checkpoint-51/tokenizer.json +0 -0
  8. checkpoint-51/tokenizer_config.json +55 -0
  9. checkpoint-51/trainer_state.json +29 -0
  10. checkpoint-51/training_args.bin +3 -0
  11. checkpoint-51/vocab.txt +0 -0
  12. config.json +41 -0
  13. model.created.do.not.delete +1 -0
  14. model.fine.tuned.do.not.delete +1 -0
  15. model.safetensors +3 -0
  16. special_tokens_map.json +7 -0
  17. tokenizer.json +0 -0
  18. tokenizer_config.json +55 -0
  19. training_args.bin +3 -0
  20. vocab.txt +0 -0
checkpoint-51/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "saved_bert_model/emoticon-model.bin",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "gradient_checkpointing": false,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 1024,
12
+ "id2label": {
13
+ "1": "Terrible",
14
+ "2": "Bad",
15
+ "3": "Good",
16
+ "4": "Very Good",
17
+ "5": "Excellent"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Bad": 2,
23
+ "Excellent": 5,
24
+ "Good": 3,
25
+ "Terrible": 1,
26
+ "Very Good": 4
27
+ },
28
+ "layer_norm_eps": 1e-12,
29
+ "max_position_embeddings": 512,
30
+ "model_type": "bert",
31
+ "num_attention_heads": 16,
32
+ "num_hidden_layers": 12,
33
+ "pad_token_id": 0,
34
+ "position_embedding_type": "absolute",
35
+ "problem_type": "multi_label_classification",
36
+ "torch_dtype": "float32",
37
+ "transformers_version": "4.38.2",
38
+ "type_vocab_size": 2,
39
+ "use_cache": true,
40
+ "vocab_size": 30522
41
+ }
checkpoint-51/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:61e9bb79cd2951ba9817875f52f123f7e0cdcf8e155def6095f3d177da7a2b9e
3
+ size 735993084
checkpoint-51/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fadeacf33fd25f1c235f2b3130443e1890c85af73703a5b3aeda15a6d40a253d
3
+ size 1472101114
checkpoint-51/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8b182573f61d8bcf5eaefcbf8f98d8734b6db51b44ad36aed3a305c431539fa1
3
+ size 13990
checkpoint-51/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce8617080ad47efb5fac94c9698d1e5a8f39bab794f7913b771a454b97d54ed7
3
+ size 1064
checkpoint-51/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
+ }
checkpoint-51/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-51/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": "BertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
checkpoint-51/trainer_state.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": -9.722493171691895,
3
+ "best_model_checkpoint": "saved_bert_model/emoticon-model.bin/checkpoint-51",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 51,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": -9.722493171691895,
14
+ "eval_runtime": 5.6439,
15
+ "eval_samples_per_second": 17.895,
16
+ "eval_steps_per_second": 1.24,
17
+ "step": 51
18
+ }
19
+ ],
20
+ "logging_steps": 500,
21
+ "max_steps": 51,
22
+ "num_input_tokens_seen": 0,
23
+ "num_train_epochs": 1,
24
+ "save_steps": 500,
25
+ "total_flos": 377815635419136.0,
26
+ "train_batch_size": 16,
27
+ "trial_name": null,
28
+ "trial_params": null
29
+ }
checkpoint-51/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:febcfe619d91ab9e9d8ed622af3fec14653b95d20d4ede0f4ce7b68b0c15dd14
3
+ size 4920
checkpoint-51/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "saved_bert_model/emoticon-model.bin",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "gradient_checkpointing": false,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 1024,
12
+ "id2label": {
13
+ "1": "Terrible",
14
+ "2": "Bad",
15
+ "3": "Good",
16
+ "4": "Very Good",
17
+ "5": "Excellent"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Bad": 2,
23
+ "Excellent": 5,
24
+ "Good": 3,
25
+ "Terrible": 1,
26
+ "Very Good": 4
27
+ },
28
+ "layer_norm_eps": 1e-12,
29
+ "max_position_embeddings": 512,
30
+ "model_type": "bert",
31
+ "num_attention_heads": 16,
32
+ "num_hidden_layers": 12,
33
+ "pad_token_id": 0,
34
+ "position_embedding_type": "absolute",
35
+ "problem_type": "multi_label_classification",
36
+ "torch_dtype": "float32",
37
+ "transformers_version": "4.38.2",
38
+ "type_vocab_size": 2,
39
+ "use_cache": true,
40
+ "vocab_size": 30522
41
+ }
model.created.do.not.delete ADDED
@@ -0,0 +1 @@
 
 
1
+ 2024-03-22T14:20:08.250306
model.fine.tuned.do.not.delete ADDED
@@ -0,0 +1 @@
 
 
1
+ 2024-03-22T14:23:04.936992
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:61e9bb79cd2951ba9817875f52f123f7e0cdcf8e155def6095f3d177da7a2b9e
3
+ size 735993084
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 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "BertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:febcfe619d91ab9e9d8ed622af3fec14653b95d20d4ede0f4ce7b68b0c15dd14
3
+ size 4920
vocab.txt ADDED
The diff for this file is too large to render. See raw diff