Hugging Face's logo

Ethan615
/
mymodel_2024

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
Ethan615 commited on
Commit
da5678e
•
1 Parent(s): cdaf702

Training in progress, epoch 1

Browse files
Files changed (28) hide show
  1. model.safetensors +1 -1
  2. run-6/checkpoint-268/config.json +25 -0
  3. run-6/checkpoint-268/model.safetensors +3 -0
  4. run-6/checkpoint-268/optimizer.pt +3 -0
  5. run-6/checkpoint-268/rng_state.pth +3 -0
  6. run-6/checkpoint-268/scheduler.pt +3 -0
  7. run-6/checkpoint-268/special_tokens_map.json +7 -0
  8. run-6/checkpoint-268/tokenizer.json +0 -0
  9. run-6/checkpoint-268/tokenizer_config.json +55 -0
  10. run-6/checkpoint-268/trainer_state.json +44 -0
  11. run-6/checkpoint-268/training_args.bin +3 -0
  12. run-6/checkpoint-268/vocab.txt +0 -0
  13. run-6/checkpoint-402/config.json +25 -0
  14. run-6/checkpoint-402/model.safetensors +3 -0
  15. run-6/checkpoint-402/optimizer.pt +3 -0
  16. run-6/checkpoint-402/rng_state.pth +3 -0
  17. run-6/checkpoint-402/scheduler.pt +3 -0
  18. run-6/checkpoint-402/special_tokens_map.json +7 -0
  19. run-6/checkpoint-402/tokenizer.json +0 -0
  20. run-6/checkpoint-402/tokenizer_config.json +55 -0
  21. run-6/checkpoint-402/trainer_state.json +53 -0
  22. run-6/checkpoint-402/training_args.bin +3 -0
  23. run-6/checkpoint-402/vocab.txt +0 -0
  24. runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326314.48c5213de69d.790.9 +3 -0
  25. runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326337.48c5213de69d.790.10 +3 -0
  26. runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326359.48c5213de69d.790.11 +3 -0
  27. runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326411.48c5213de69d.790.12 +3 -0
  28. training_args.bin +1 -1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:67cfd91f66b1a8efd600a3af871a676fd0d018ca2b3e6d45d622518dc00f96fe
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:02c7f718f895027f56347412f07028b8d5b5f3dc4381ec6833548c74e19577c9
3
  size 267832560
run-6/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": "4.39.3",
24
+ "vocab_size": 30522
25
+ }
run-6/checkpoint-268/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a0265ab59ff906b96042299e75f6ea233d11ac978d525a44c69f73f95692be15
3
+ size 267832560
run-6/checkpoint-268/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c7763e27e0c3dc16176ba6c32c1108ed97fdd24c5672c4424eb292137ccd478d
3
+ size 535727290
run-6/checkpoint-268/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:efc4abb53cd320a4d5c0600074dbbd855bfb5f4dbd08bf03d9d4c7e64a9b9b0f
3
+ size 14244
run-6/checkpoint-268/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c283153a4e418bde9ad803bf9006d383758c382cb7ef69acfbe2491ef87de66f
3
+ size 1064
run-6/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-6/checkpoint-268/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-6/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-6/checkpoint-268/trainer_state.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.4913368773729699,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/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": 0.4985933303833008,
14
+ "eval_matthews_correlation": 0.42176824452830747,
15
+ "eval_runtime": 0.8664,
16
+ "eval_samples_per_second": 1203.9,
17
+ "eval_steps_per_second": 76.182,
18
+ "step": 134
19
+ },
20
+ {
21
+ "epoch": 2.0,
22
+ "eval_loss": 0.47425732016563416,
23
+ "eval_matthews_correlation": 0.4913368773729699,
24
+ "eval_runtime": 0.8025,
25
+ "eval_samples_per_second": 1299.627,
26
+ "eval_steps_per_second": 82.239,
27
+ "step": 268
28
+ }
29
+ ],
30
+ "logging_steps": 500,
31
+ "max_steps": 402,
32
+ "num_input_tokens_seen": 0,
33
+ "num_train_epochs": 3,
34
+ "save_steps": 500,
35
+ "total_flos": 0,
36
+ "train_batch_size": 64,
37
+ "trial_name": null,
38
+ "trial_params": {
39
+ "learning_rate": 2.7002963739417012e-05,
40
+ "num_train_epochs": 3,
41
+ "per_device_train_batch_size": 64,
42
+ "seed": 39
43
+ }
44
+ }
run-6/checkpoint-268/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7b161ed48bb20452752e168fe5d8960fb12068f69d2a0f8c381b84759300615
3
+ size 4984
run-6/checkpoint-268/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-6/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": "4.39.3",
24
+ "vocab_size": 30522
25
+ }
run-6/checkpoint-402/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:107e43e1442cff00a6f0933b99404771336733abb094aadfb60219bbbd2603a5
3
+ size 267832560
run-6/checkpoint-402/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ff9db22779750cb247867531b02e9cda1a848b1d724848c50d56b9833c966b2
3
+ size 535727290
run-6/checkpoint-402/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fcb74ecc9f51c18d74ab6a9cc0f77d0b9f5230d27eb10037a7b6ef42aaa3608d
3
+ size 14244
run-6/checkpoint-402/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f550f63356a4fd1a6837ab2f6d5d84a2e8752e0f40d1ff80e338fc37c0e75b69
3
+ size 1064
run-6/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-6/checkpoint-402/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-6/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-6/checkpoint-402/trainer_state.json ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.49329306040311344,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/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": 0.4985933303833008,
14
+ "eval_matthews_correlation": 0.42176824452830747,
15
+ "eval_runtime": 0.8664,
16
+ "eval_samples_per_second": 1203.9,
17
+ "eval_steps_per_second": 76.182,
18
+ "step": 134
19
+ },
20
+ {
21
+ "epoch": 2.0,
22
+ "eval_loss": 0.47425732016563416,
23
+ "eval_matthews_correlation": 0.4913368773729699,
24
+ "eval_runtime": 0.8025,
25
+ "eval_samples_per_second": 1299.627,
26
+ "eval_steps_per_second": 82.239,
27
+ "step": 268
28
+ },
29
+ {
30
+ "epoch": 3.0,
31
+ "eval_loss": 0.5361314415931702,
32
+ "eval_matthews_correlation": 0.49329306040311344,
33
+ "eval_runtime": 1.5586,
34
+ "eval_samples_per_second": 669.193,
35
+ "eval_steps_per_second": 42.346,
36
+ "step": 402
37
+ }
38
+ ],
39
+ "logging_steps": 500,
40
+ "max_steps": 402,
41
+ "num_input_tokens_seen": 0,
42
+ "num_train_epochs": 3,
43
+ "save_steps": 500,
44
+ "total_flos": 0,
45
+ "train_batch_size": 64,
46
+ "trial_name": null,
47
+ "trial_params": {
48
+ "learning_rate": 2.7002963739417012e-05,
49
+ "num_train_epochs": 3,
50
+ "per_device_train_batch_size": 64,
51
+ "seed": 39
52
+ }
53
+ }
run-6/checkpoint-402/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7b161ed48bb20452752e168fe5d8960fb12068f69d2a0f8c381b84759300615
3
+ size 4984
run-6/checkpoint-402/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326314.48c5213de69d.790.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:789538363b3bd81abca11f7f33157eafc513257de3fba71b4cd73e59ea047bb4
3
+ size 4928
runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326337.48c5213de69d.790.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9f3f65f413c6f4800679b19e8dfb6f173125d3789bc82691631d86fe3f990e3c
3
+ size 4927
runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326359.48c5213de69d.790.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:88e82632968ce209ac1f8289fcbc16a70a1aa00c19dc790dc5fbd75572ff7170
3
+ size 4928
runs/Apr05_13-35-05_48c5213de69d/events.out.tfevents.1712326411.48c5213de69d.790.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:858f8ef94e7a4ed9c89b5b650787dacdd6f0a6482331657ac97a2d3160452093
3
+ size 6863
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f7b161ed48bb20452752e168fe5d8960fb12068f69d2a0f8c381b84759300615
3
  size 4984
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:700e5a8d2a7a3275e73e65bff8334235b4a5dc3f98246bcca9062835dce46dee
3
  size 4984