Hugging Face's logo

Katsiaryna
/
stsb-TinyBERT-L-4-finetuned_auc

Text Classification
Transformers
PyTorch
TensorBoard
bert
Inference Endpoints
Model card Files Metrics Community
1
Katsiaryna commited on
Commit
eb4c0d6
·
1 Parent(s): c84bb93

Training in progress, epoch 1

Browse files
Files changed (16) hide show
  1. .gitignore +1 -0
  2. config.json +33 -0
  3. pytorch_model.bin +3 -0
  4. runs/Dec14_09-35-55_df19479a2ffa/1639474587.7597709/events.out.tfevents.1639474587.df19479a2ffa.97.1 +3 -0
  5. runs/Dec14_09-35-55_df19479a2ffa/1639475114.4481254/events.out.tfevents.1639475114.df19479a2ffa.97.2 +3 -0
  6. runs/Dec14_09-35-55_df19479a2ffa/1639475699.434186/events.out.tfevents.1639475699.df19479a2ffa.97.3 +3 -0
  7. runs/Dec14_09-35-55_df19479a2ffa/events.out.tfevents.1639474587.df19479a2ffa.97.0 +3 -0
  8. runs/Dec14_10-16-03_df19479a2ffa/1639476976.5813584/events.out.tfevents.1639476976.df19479a2ffa.97.5 +3 -0
  9. runs/Dec14_10-16-03_df19479a2ffa/1639477536.8855953/events.out.tfevents.1639477536.df19479a2ffa.97.7 +3 -0
  10. runs/Dec14_10-16-03_df19479a2ffa/events.out.tfevents.1639476976.df19479a2ffa.97.4 +3 -0
  11. runs/Dec14_10-16-03_df19479a2ffa/events.out.tfevents.1639477536.df19479a2ffa.97.6 +3 -0
  12. special_tokens_map.json +1 -0
  13. tokenizer.json +0 -0
  14. tokenizer_config.json +1 -0
  15. training_args.bin +3 -0
  16. vocab.txt +0 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ checkpoint-*/
config.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "cross-encoder/stsb-TinyBERT-L-4",
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": 312,
12
+ "id2label": {
13
+ "0": "LABEL_0"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 1200,
17
+ "label2id": {
18
+ "LABEL_0": 0
19
+ },
20
+ "layer_norm_eps": 1e-12,
21
+ "max_position_embeddings": 512,
22
+ "model_type": "bert",
23
+ "num_attention_heads": 12,
24
+ "num_hidden_layers": 4,
25
+ "pad_token_id": 0,
26
+ "position_embedding_type": "absolute",
27
+ "problem_type": "regression",
28
+ "torch_dtype": "float32",
29
+ "transformers_version": "4.13.0",
30
+ "type_vocab_size": 2,
31
+ "use_cache": true,
32
+ "vocab_size": 30522
33
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d76e053aa8dcce59d3c51a0f708d84dbd65e6e2d7a7d19527041ba08d1d7c3a
3
+ size 57436041
runs/Dec14_09-35-55_df19479a2ffa/1639474587.7597709/events.out.tfevents.1639474587.df19479a2ffa.97.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5d13b1023a37894fbed677bb2270f26801261fe185fb8ec82557edfda4d471d5
3
+ size 4723
runs/Dec14_09-35-55_df19479a2ffa/1639475114.4481254/events.out.tfevents.1639475114.df19479a2ffa.97.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2deff3611b349ddf087cbe314d16597b168254c2a26cd4b8205fe870b17e4202
3
+ size 4723
runs/Dec14_09-35-55_df19479a2ffa/1639475699.434186/events.out.tfevents.1639475699.df19479a2ffa.97.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:805031d880c63a7fdfba3b6e806b3d808f20d235d24d9df3e28d7f4a36b45578
3
+ size 4723
runs/Dec14_09-35-55_df19479a2ffa/events.out.tfevents.1639474587.df19479a2ffa.97.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c4894f4f1d6d11b1cc724d1d49672824e21e6fab6381cfaf2902553c103c57af
3
+ size 12491
runs/Dec14_10-16-03_df19479a2ffa/1639476976.5813584/events.out.tfevents.1639476976.df19479a2ffa.97.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:172ba55a5a6235c251aeb8d6aed97ae82ecd0eff6eb5b70541f4dba3b1448ceb
3
+ size 4723
runs/Dec14_10-16-03_df19479a2ffa/1639477536.8855953/events.out.tfevents.1639477536.df19479a2ffa.97.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bc8d9cc44645a3c955068670a6f84ddbf0b5a64a49230452bd2a1777f82d76a5
3
+ size 4723
runs/Dec14_10-16-03_df19479a2ffa/events.out.tfevents.1639476976.df19479a2ffa.97.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b5a04e058a1e505e492834db9a04014ffc907d5c04f099dbcbd7ecc2c86ec0a7
3
+ size 4201
runs/Dec14_10-16-03_df19479a2ffa/events.out.tfevents.1639477536.df19479a2ffa.97.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd2f772e9203802239a5625ebfbfcb10a163f61517dd00889a35e7092ae86f4f
3
+ size 4519
special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"do_lower_case": true, "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": "/home/ukp-reimers/.cache/huggingface/transformers/f96b11e14fec8f4be06121e7f6bbe07f82216bf7d75ad76fe3a81251e8895d69.dd8bd9bfd3664b530ea4e645105f557769387b3da9f79bdb55ed556bdd80611d", "name_or_path": "cross-encoder/stsb-TinyBERT-L-4", "do_basic_tokenize": true, "never_split": null, "tokenizer_class": "BertTokenizer"}
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46c42089920e49cb763d237d5ce19c488e3b34b73bb4413fa802a0438afcf03e
3
+ size 2927
vocab.txt ADDED
The diff for this file is too large to render. See raw diff