Hugging Face's logo

Cube
/
distilbert-base-uncased-finetuned-ner

Token Classification
Transformers
TensorFlow
TensorBoard
distilbert
generated_from_keras_callback
Inference Endpoints
Model card Files Metrics Community
Cube commited on
Commit
b521b70
·
1 Parent(s): 9442ea5

End of training

Browse files
Files changed (4) hide show
  1. README.md +9 -7
  2. logs/train/events.out.tfevents.1654570601.ea54c826b87f.73.0.v2 +2 -2
  3. logs/validation/events.out.tfevents.1654570706.ea54c826b87f.73.1.v2 +2 -2
  4. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,13 +14,13 @@ probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Train Loss: 0.1996
18
- - Validation Loss: 0.0735
19
- - Train Precision: 0.8930
20
- - Train Recall: 0.9179
21
- - Train F1: 0.9053
22
- - Train Accuracy: 0.9784
23
- - Epoch: 0
24
 
25
  ## Model description
26
 
@@ -47,6 +47,8 @@ The following hyperparameters were used during training:
47
  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
48
  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
49
  | 0.1996 | 0.0735 | 0.8930 | 0.9179 | 0.9053 | 0.9784 | 0 |
 
 
50
 
51
 
52
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Train Loss: 0.0339
18
+ - Validation Loss: 0.0646
19
+ - Train Precision: 0.9217
20
+ - Train Recall: 0.9295
21
+ - Train F1: 0.9256
22
+ - Train Accuracy: 0.9827
23
+ - Epoch: 2
24
 
25
  ## Model description
26
 
 
47
  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
48
  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
49
  | 0.1996 | 0.0735 | 0.8930 | 0.9179 | 0.9053 | 0.9784 | 0 |
50
+ | 0.0545 | 0.0666 | 0.9137 | 0.9292 | 0.9214 | 0.9817 | 1 |
51
+ | 0.0339 | 0.0646 | 0.9217 | 0.9295 | 0.9256 | 0.9827 | 2 |
52
 
53
 
54
  ### Framework versions
logs/train/events.out.tfevents.1654570601.ea54c826b87f.73.0.v2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5ba10a21080912e88a00e08cdaf714ea1dc7119decf1e5e58f61e75a1bfa2cf2
3
- size 1609860
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:592b7b79e883d6f8f229cd0491f94f02f39daf6dc29b5df3177e8be97b3717bc
3
+ size 1610712
logs/validation/events.out.tfevents.1654570706.ea54c826b87f.73.1.v2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e05e600107a70dc37e8e3313856d03fa073c69916b349157b65c265677042189
3
- size 194
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b56bd80ee65ca01fa845397c1512d15694f5decf8bc182272463b53b9a79cab
3
+ size 506
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:63ae1bbc911963d5d5709e9896e37881885f7109a2f95ecef6dcdc2175c3dacf
3
  size 265606504
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2b2e590d2424705712bfd1ebb6dee638295d422ced20155fdb8db1abb6a2d5e
3
  size 265606504