Hugging Face's logo

gchhablani
/
bert-base-cased-finetuned-sst2

Text Classification
Transformers
PyTorch
TensorBoard
English
bert
Generated from Trainer
fnet-bert-base-comparison
Eval Results
Inference Endpoints
Model card Files Metrics Community
3
gchhablani commited on
Commit
add6f1e
·
1 Parent(s): 203f652

Training in progress, epoch 2

Browse files
Files changed (13) hide show
  1. checkpoint-8420/config.json +36 -0
  2. checkpoint-8420/optimizer.pt +3 -0
  3. checkpoint-8420/pytorch_model.bin +3 -0
  4. checkpoint-8420/rng_state.pth +3 -0
  5. checkpoint-8420/scheduler.pt +3 -0
  6. checkpoint-8420/special_tokens_map.json +1 -0
  7. checkpoint-8420/tokenizer.json +0 -0
  8. checkpoint-8420/tokenizer_config.json +1 -0
  9. checkpoint-8420/trainer_state.json +46 -0
  10. checkpoint-8420/training_args.bin +3 -0
  11. checkpoint-8420/vocab.txt +0 -0
  12. pytorch_model.bin +1 -1
  13. runs/Sep19_05-56-28_patrick-general-gpu/events.out.tfevents.1632031020.patrick-general-gpu.459415.0 +2 -2
checkpoint-8420/config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-base-cased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "finetuning_task": "sst2",
9
+ "gradient_checkpointing": false,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 768,
13
+ "id2label": {
14
+ "0": "negative",
15
+ "1": "positive"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 3072,
19
+ "label2id": {
20
+ "negative": 0,
21
+ "positive": 1
22
+ },
23
+ "layer_norm_eps": 1e-12,
24
+ "max_position_embeddings": 512,
25
+ "model_type": "bert",
26
+ "num_attention_heads": 12,
27
+ "num_hidden_layers": 12,
28
+ "pad_token_id": 0,
29
+ "position_embedding_type": "absolute",
30
+ "problem_type": "single_label_classification",
31
+ "torch_dtype": "float32",
32
+ "transformers_version": "4.11.0.dev0",
33
+ "type_vocab_size": 2,
34
+ "use_cache": true,
35
+ "vocab_size": 28996
36
+ }
checkpoint-8420/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:523992a737d612063062f475656f3c8400ac275a7fdc2aac20252297db70d29e
3
+ size 866610973
checkpoint-8420/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fcb77e8618916e305f17322bc7309831e018f7498a06493d2f22c3af43b08203
3
+ size 433331373
checkpoint-8420/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fce4de7d497ca9cd99489e186206b13568ddb54e80f8820d9be8fa94df45d169
3
+ size 14503
checkpoint-8420/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:225af2522a89939171f5e9b2ff307870c3f412dbff3b5422f6e3d50b51919c8d
3
+ size 623
checkpoint-8420/special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
checkpoint-8420/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-8420/tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "bert-base-cased", "tokenizer_class": "BertTokenizer"}
checkpoint-8420/trainer_state.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 2.0,
5
+ "global_step": 8420,
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": 1.3333333333333333e-05,
13
+ "loss": 0.233,
14
+ "step": 4210
15
+ },
16
+ {
17
+ "epoch": 1.0,
18
+ "eval_accuracy": 0.9174311926605505,
19
+ "eval_loss": 0.28414297103881836,
20
+ "eval_runtime": 8.9563,
21
+ "eval_samples_per_second": 97.362,
22
+ "eval_steps_per_second": 12.17,
23
+ "step": 4210
24
+ },
25
+ {
26
+ "epoch": 2.0,
27
+ "learning_rate": 6.666666666666667e-06,
28
+ "loss": 0.1261,
29
+ "step": 8420
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "eval_accuracy": 0.9277522935779816,
34
+ "eval_loss": 0.3310103714466095,
35
+ "eval_runtime": 8.9528,
36
+ "eval_samples_per_second": 97.399,
37
+ "eval_steps_per_second": 12.175,
38
+ "step": 8420
39
+ }
40
+ ],
41
+ "max_steps": 12630,
42
+ "num_train_epochs": 3,
43
+ "total_flos": 3.544053293488128e+16,
44
+ "trial_name": null,
45
+ "trial_params": null
46
+ }
checkpoint-8420/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:59450522d271313b7348a5aafc455ce45e338daf4aa902c944e4316883ac784f
3
+ size 2799
checkpoint-8420/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1068abf80b9e532f9cb7538b71054beb6210dd9369c7758dc9c9fb553f700d55
3
  size 433331373
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fcb77e8618916e305f17322bc7309831e018f7498a06493d2f22c3af43b08203
3
  size 433331373
runs/Sep19_05-56-28_patrick-general-gpu/events.out.tfevents.1632031020.patrick-general-gpu.459415.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:95013ad7a9bef2215aad2875929b7e3509d2ec59365c9326058724e77ffa169a
3
- size 3710
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6cc18f95e952f2c9fe1f0181ebd315989c6ac450d92008d174f532d2e64548ca
3
+ size 4190