Hugging Face's logo

Rocketknight1
/
distilbert-base-uncased-finetuned-ner

Token Classification
Transformers
TensorFlow
TensorBoard
distilbert
generated_from_keras_callback
Inference Endpoints
Model card Files Metrics Community
1
Rocketknight1 HF staff commited on
Commit
4717924
·
1 Parent(s): efccc88

Training in progress epoch 2

Browse files
Files changed (4) hide show
  1. README.md +9 -7
  2. logs/train/events.out.tfevents.1651768451.matt-TRX40-AORUS-PRO-WIFI.89159.0.v2 +2 -2
  3. logs/validation/events.out.tfevents.1651768488.matt-TRX40-AORUS-PRO-WIFI.89159.1.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: 0.1901
18
- - Validation Loss: 0.0718
19
- - Train Precision: 0.9022
20
- - Train Recall: 0.9228
21
- - Train F1: 0.9124
22
- - Train Accuracy: 0.9801
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
  | 0.1901 | 0.0718 | 0.9022 | 0.9228 | 0.9124 | 0.9801 | 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: 0.0338
18
+ - Validation Loss: 0.0617
19
+ - Train Precision: 0.9234
20
+ - Train Recall: 0.9344
21
+ - Train F1: 0.9289
22
+ - Train Accuracy: 0.9833
23
+ - Epoch: 2
24
 
25
  ## Model description
26
 
 
47
  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
48
  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
49
  | 0.1901 | 0.0718 | 0.9022 | 0.9228 | 0.9124 | 0.9801 | 0 |
50
+ | 0.0539 | 0.0607 | 0.9202 | 0.9341 | 0.9271 | 0.9830 | 1 |
51
+ | 0.0338 | 0.0617 | 0.9234 | 0.9344 | 0.9289 | 0.9833 | 2 |
52
 
53
 
54
  ### Framework versions
logs/train/events.out.tfevents.1651768451.matt-TRX40-AORUS-PRO-WIFI.89159.0.v2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b3ed1d3121bbc7f45cfeb42689db86586affbc81a902124a423113667ed21501
3
- size 1609860
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9d75d594a6b0ecdf2085bd8abb79e609bcd8831cdcd4759fb1c8e73fca6004ec
3
+ size 1610712
logs/validation/events.out.tfevents.1651768488.matt-TRX40-AORUS-PRO-WIFI.89159.1.v2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d6814f8e2e5dd04b1db3c2f1a83e76c242c2edb05a9f5d61bc0e37dea2933753
3
- size 194
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6064d1f2812634ea2ef81c84b955cadb9817f42e9eda9e90148c30c87b2d63e1
3
+ size 506
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8f52c5ee5994ac36c51d0e6970eb9293835c4b6ac1765f9990ebea5af2221073
3
  size 265606504
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34de92ee6d3616d17c11ab81e41fd587ec3277be01bbc2454811fbed23812b4e
3
  size 265606504