Hugging Face's logo

Neda7
/
ner-linux-product-version

Safetensors
roberta
Model card Files
xet
Community
Neda7 commited on
Commit
dcd44f5
·
verified ·
1 Parent(s): a36897d

Upload folder using huggingface_hub

Browse files
Files changed (23) hide show
  1. checkpoint-15/config.json +42 -0
  2. checkpoint-15/model.safetensors +3 -0
  3. checkpoint-15/optimizer.pt +3 -0
  4. checkpoint-15/rng_state.pth +3 -0
  5. checkpoint-15/scheduler.pt +3 -0
  6. checkpoint-15/tokenizer.json +0 -0
  7. checkpoint-15/tokenizer_config.json +16 -0
  8. checkpoint-15/trainer_state.json +70 -0
  9. checkpoint-15/training_args.bin +3 -0
  10. checkpoint-5/config.json +42 -0
  11. checkpoint-5/model.safetensors +3 -0
  12. checkpoint-5/optimizer.pt +3 -0
  13. checkpoint-5/rng_state.pth +3 -0
  14. checkpoint-5/scheduler.pt +3 -0
  15. checkpoint-5/tokenizer.json +0 -0
  16. checkpoint-5/tokenizer_config.json +16 -0
  17. checkpoint-5/trainer_state.json +46 -0
  18. checkpoint-5/training_args.bin +3 -0
  19. config.json +42 -0
  20. model.safetensors +3 -0
  21. tokenizer.json +0 -0
  22. tokenizer_config.json +16 -0
  23. training_args.bin +3 -0
checkpoint-15/config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_cross_attention": false,
3
+ "architectures": [
4
+ "RobertaForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "dtype": "float32",
10
+ "eos_token_id": 2,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "O",
16
+ "1": "B-PRODUCT",
17
+ "2": "I-PRODUCT",
18
+ "3": "B-VERSION",
19
+ "4": "I-VERSION"
20
+ },
21
+ "initializer_range": 0.02,
22
+ "intermediate_size": 3072,
23
+ "is_decoder": false,
24
+ "label2id": {
25
+ "B-PRODUCT": 1,
26
+ "B-VERSION": 3,
27
+ "I-PRODUCT": 2,
28
+ "I-VERSION": 4,
29
+ "O": 0
30
+ },
31
+ "layer_norm_eps": 1e-05,
32
+ "max_position_embeddings": 514,
33
+ "model_type": "roberta",
34
+ "num_attention_heads": 12,
35
+ "num_hidden_layers": 6,
36
+ "pad_token_id": 1,
37
+ "tie_word_embeddings": true,
38
+ "transformers_version": "5.0.0",
39
+ "type_vocab_size": 1,
40
+ "use_cache": false,
41
+ "vocab_size": 50265
42
+ }
checkpoint-15/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2329ef4397c03b4ec1a784c04caf18c70dd64d95f3ed08969b2e02126c750b5c
3
+ size 326138908
checkpoint-15/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9dd1c5734ca4b3633742d8025ba48245caf5221fbe71789e6005f1ed3216cdd9
3
+ size 652337163
checkpoint-15/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:63a3d66e87afe7f0f134e736b4d7a57f0dc3d82c752d2e5d27f66e0af9d7cda2
3
+ size 14455
checkpoint-15/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a6a4106458ba128724252c8cc24b6ca6b09a12a68b51e0e1639cccb27dde565
3
+ size 1465
checkpoint-15/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-15/tokenizer_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "backend": "tokenizers",
4
+ "bos_token": "<s>",
5
+ "cls_token": "<s>",
6
+ "eos_token": "</s>",
7
+ "errors": "replace",
8
+ "is_local": false,
9
+ "mask_token": "<mask>",
10
+ "model_max_length": 512,
11
+ "pad_token": "<pad>",
12
+ "sep_token": "</s>",
13
+ "tokenizer_class": "RobertaTokenizer",
14
+ "trim_offsets": true,
15
+ "unk_token": "<unk>"
16
+ }
checkpoint-15/trainer_state.json ADDED
@@ -0,0 +1,70 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 5,
3
+ "best_metric": 0.0,
4
+ "best_model_checkpoint": "/content/ner_finetune/ner_model/checkpoint-5",
5
+ "epoch": 3.0,
6
+ "eval_steps": 500,
7
+ "global_step": 15,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 1.0,
14
+ "eval_accuracy": 0.9105897273303741,
15
+ "eval_f1": 0.0,
16
+ "eval_loss": 1.0783201456069946,
17
+ "eval_precision": 0.0,
18
+ "eval_recall": 0.0,
19
+ "eval_runtime": 14.1017,
20
+ "eval_samples_per_second": 0.638,
21
+ "eval_steps_per_second": 0.071,
22
+ "step": 5
23
+ },
24
+ {
25
+ "epoch": 2.0,
26
+ "eval_accuracy": 0.9499048826886494,
27
+ "eval_f1": 0.0,
28
+ "eval_loss": 0.5907660722732544,
29
+ "eval_precision": 0.0,
30
+ "eval_recall": 0.0,
31
+ "eval_runtime": 9.5382,
32
+ "eval_samples_per_second": 0.944,
33
+ "eval_steps_per_second": 0.105,
34
+ "step": 10
35
+ },
36
+ {
37
+ "epoch": 3.0,
38
+ "eval_accuracy": 0.9499048826886494,
39
+ "eval_f1": 0.0,
40
+ "eval_loss": 0.4272628128528595,
41
+ "eval_precision": 0.0,
42
+ "eval_recall": 0.0,
43
+ "eval_runtime": 9.5837,
44
+ "eval_samples_per_second": 0.939,
45
+ "eval_steps_per_second": 0.104,
46
+ "step": 15
47
+ }
48
+ ],
49
+ "logging_steps": 50,
50
+ "max_steps": 15,
51
+ "num_input_tokens_seen": 0,
52
+ "num_train_epochs": 3,
53
+ "save_steps": 500,
54
+ "stateful_callbacks": {
55
+ "TrainerControl": {
56
+ "args": {
57
+ "should_epoch_stop": false,
58
+ "should_evaluate": false,
59
+ "should_log": false,
60
+ "should_save": true,
61
+ "should_training_stop": true
62
+ },
63
+ "attributes": {}
64
+ }
65
+ },
66
+ "total_flos": 21099578657040.0,
67
+ "train_batch_size": 16,
68
+ "trial_name": null,
69
+ "trial_params": null
70
+ }
checkpoint-15/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90a9dbc7f44d4141ec507d0fcd030a29353e5ca9f36b6b9d49b0c8b17e37f1a4
3
+ size 5201
checkpoint-5/config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_cross_attention": false,
3
+ "architectures": [
4
+ "RobertaForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "dtype": "float32",
10
+ "eos_token_id": 2,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "O",
16
+ "1": "B-PRODUCT",
17
+ "2": "I-PRODUCT",
18
+ "3": "B-VERSION",
19
+ "4": "I-VERSION"
20
+ },
21
+ "initializer_range": 0.02,
22
+ "intermediate_size": 3072,
23
+ "is_decoder": false,
24
+ "label2id": {
25
+ "B-PRODUCT": 1,
26
+ "B-VERSION": 3,
27
+ "I-PRODUCT": 2,
28
+ "I-VERSION": 4,
29
+ "O": 0
30
+ },
31
+ "layer_norm_eps": 1e-05,
32
+ "max_position_embeddings": 514,
33
+ "model_type": "roberta",
34
+ "num_attention_heads": 12,
35
+ "num_hidden_layers": 6,
36
+ "pad_token_id": 1,
37
+ "tie_word_embeddings": true,
38
+ "transformers_version": "5.0.0",
39
+ "type_vocab_size": 1,
40
+ "use_cache": false,
41
+ "vocab_size": 50265
42
+ }
checkpoint-5/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e88882473a5e6554cc475be837b3b4b028ebfef50f4fec98eab0f1539da52dd
3
+ size 326138908
checkpoint-5/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:10329db822a56a6cba50679fe246a9a46d88bf92657c8197764c6b7c4c19b220
3
+ size 652337163
checkpoint-5/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a332bccdb6c06904ce7b31645b3a035252938a1c6934950e7de822ba7a3ceb3f
3
+ size 14455
checkpoint-5/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2dbb0e610ea9e512f6b7b350a7d734e1a72bdaf6edbb03a080eac6611a9202a5
3
+ size 1465
checkpoint-5/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-5/tokenizer_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "backend": "tokenizers",
4
+ "bos_token": "<s>",
5
+ "cls_token": "<s>",
6
+ "eos_token": "</s>",
7
+ "errors": "replace",
8
+ "is_local": false,
9
+ "mask_token": "<mask>",
10
+ "model_max_length": 512,
11
+ "pad_token": "<pad>",
12
+ "sep_token": "</s>",
13
+ "tokenizer_class": "RobertaTokenizer",
14
+ "trim_offsets": true,
15
+ "unk_token": "<unk>"
16
+ }
checkpoint-5/trainer_state.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 5,
3
+ "best_metric": 0.0,
4
+ "best_model_checkpoint": "/content/ner_finetune/ner_model/checkpoint-5",
5
+ "epoch": 1.0,
6
+ "eval_steps": 500,
7
+ "global_step": 5,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 1.0,
14
+ "eval_accuracy": 0.9105897273303741,
15
+ "eval_f1": 0.0,
16
+ "eval_loss": 1.0783201456069946,
17
+ "eval_precision": 0.0,
18
+ "eval_recall": 0.0,
19
+ "eval_runtime": 14.1017,
20
+ "eval_samples_per_second": 0.638,
21
+ "eval_steps_per_second": 0.071,
22
+ "step": 5
23
+ }
24
+ ],
25
+ "logging_steps": 50,
26
+ "max_steps": 15,
27
+ "num_input_tokens_seen": 0,
28
+ "num_train_epochs": 3,
29
+ "save_steps": 500,
30
+ "stateful_callbacks": {
31
+ "TrainerControl": {
32
+ "args": {
33
+ "should_epoch_stop": false,
34
+ "should_evaluate": false,
35
+ "should_log": false,
36
+ "should_save": true,
37
+ "should_training_stop": false
38
+ },
39
+ "attributes": {}
40
+ }
41
+ },
42
+ "total_flos": 6957654964992.0,
43
+ "train_batch_size": 16,
44
+ "trial_name": null,
45
+ "trial_params": null
46
+ }
checkpoint-5/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90a9dbc7f44d4141ec507d0fcd030a29353e5ca9f36b6b9d49b0c8b17e37f1a4
3
+ size 5201
config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_cross_attention": false,
3
+ "architectures": [
4
+ "RobertaForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "dtype": "float32",
10
+ "eos_token_id": 2,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 768,
14
+ "id2label": {
15
+ "0": "O",
16
+ "1": "B-PRODUCT",
17
+ "2": "I-PRODUCT",
18
+ "3": "B-VERSION",
19
+ "4": "I-VERSION"
20
+ },
21
+ "initializer_range": 0.02,
22
+ "intermediate_size": 3072,
23
+ "is_decoder": false,
24
+ "label2id": {
25
+ "B-PRODUCT": 1,
26
+ "B-VERSION": 3,
27
+ "I-PRODUCT": 2,
28
+ "I-VERSION": 4,
29
+ "O": 0
30
+ },
31
+ "layer_norm_eps": 1e-05,
32
+ "max_position_embeddings": 514,
33
+ "model_type": "roberta",
34
+ "num_attention_heads": 12,
35
+ "num_hidden_layers": 6,
36
+ "pad_token_id": 1,
37
+ "tie_word_embeddings": true,
38
+ "transformers_version": "5.0.0",
39
+ "type_vocab_size": 1,
40
+ "use_cache": false,
41
+ "vocab_size": 50265
42
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2a19662a8a4eb87a2c1f82737ca72ee720c319dca83298751c628abd8e026855
3
+ size 326138908
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "backend": "tokenizers",
4
+ "bos_token": "<s>",
5
+ "cls_token": "<s>",
6
+ "eos_token": "</s>",
7
+ "errors": "replace",
8
+ "is_local": false,
9
+ "mask_token": "<mask>",
10
+ "model_max_length": 512,
11
+ "pad_token": "<pad>",
12
+ "sep_token": "</s>",
13
+ "tokenizer_class": "RobertaTokenizer",
14
+ "trim_offsets": true,
15
+ "unk_token": "<unk>"
16
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90a9dbc7f44d4141ec507d0fcd030a29353e5ca9f36b6b9d49b0c8b17e37f1a4
3
+ size 5201