Hugging Face's logo

cfilt
/
HiNER-collapsed-muril-base-cased

Token Classification
Transformers
PyTorch
TensorBoard
bert
Generated from Trainer
Eval Results (legacy)
Model card Files
xet
 Metrics Community
1
murthyrudra commited on
Commit
5a3ff8c
·
1 Parent(s): 04bfa15

End of training

Browse files
Files changed (10) hide show
  1. .gitignore +1 -0
  2. GOAT +1 -0
  3. config.json +44 -0
  4. dev_predictions.txt +0 -0
  5. dev_results.txt +7 -0
  6. pytorch_model.bin +3 -0
  7. runs/Apr29_13-41-57_cccxc514/events.out.tfevents.1651254951.cccxc514.3173784.0 +3 -0
  8. test_predictions.txt +0 -0
  9. test_results.txt +7 -0
  10. training_args.bin +3 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ checkpoint-*/
GOAT ADDED
@@ -0,0 +1 @@
 
 
1
+ Subproject commit 04bfa1516ef460402045d4b83a8fd3078d673dcf
config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "../cfilt_collpased-muril-base-cased_ner_16_5e-05_10_1/checkpoint-2500/",
3
+ "architectures": [
4
+ "BertForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "embedding_size": 768,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 768,
12
+ "id2label": {
13
+ "0": "B-LOCATION",
14
+ "1": "B-ORGANIZATION",
15
+ "2": "B-PERSON",
16
+ "3": "I-LOCATION",
17
+ "4": "I-ORGANIZATION",
18
+ "5": "I-PERSON",
19
+ "6": "O"
20
+ },
21
+ "initializer_range": 0.02,
22
+ "intermediate_size": 3072,
23
+ "label2id": {
24
+ "B-LOCATION": 0,
25
+ "B-ORGANIZATION": 1,
26
+ "B-PERSON": 2,
27
+ "I-LOCATION": 3,
28
+ "I-ORGANIZATION": 4,
29
+ "I-PERSON": 5,
30
+ "O": 6
31
+ },
32
+ "layer_norm_eps": 1e-12,
33
+ "max_position_embeddings": 512,
34
+ "model_type": "bert",
35
+ "num_attention_heads": 12,
36
+ "num_hidden_layers": 12,
37
+ "pad_token_id": 0,
38
+ "position_embedding_type": "absolute",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.14.0",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 197285
44
+ }
dev_predictions.txt ADDED
The diff for this file is too large to render. See raw diff
 
dev_results.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ test_loss = 0.07428672164678574
2
+ test_precision = 0.9049101352603298
3
+ test_recall = 0.9209156735555891
4
+ test_f1 = 0.9128427506027924
5
+ test_runtime = 126.6688
6
+ test_samples_per_second = 86.17
7
+ test_steps_per_second = 10.776
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7312bc248e787cb1ed478408714b9a5f859effce541d91a91476fd5ef14e5676
3
+ size 947967473
runs/Apr29_13-41-57_cccxc514/events.out.tfevents.1651254951.cccxc514.3173784.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3132b97776b4bd74561387c11f87d321abf3292747a77d489d8c36375b1445a4
3
+ size 389
test_predictions.txt ADDED
The diff for this file is too large to render. See raw diff
 
test_results.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ test_loss = 0.07429463416337967
2
+ test_precision = 0.9024971371578442
3
+ test_recall = 0.9207793920892456
4
+ test_f1 = 0.9115466052290386
5
+ test_runtime = 249.8536
6
+ test_samples_per_second = 87.371
7
+ test_steps_per_second = 10.922
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:366c6f4712ddb2d140450a174cbd0b5c3d9e09484208803769d9bb5336e78420
3
+ size 3055