Hugging Face's logo

Heather-Driver
/
distilbert-NER-Math-finetuned

Token Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
Heather Driver commited on
Commit
3b6550a
·
verified ·
1 Parent(s): 4851c77

NER Training

Browse files
Files changed (2) hide show
  1. README.md +12 -12
  2. runs/Jan02_16-21-42_197d226b6b13/events.out.tfevents.1735834960.197d226b6b13.914.0 +2 -2
README.md CHANGED
@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  This model is a fine-tuned version of [dslim/distilbert-NER](https://huggingface.co/dslim/distilbert-NER) on the None dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 0.4040
20
- - F1 Score: 0.9239
21
 
22
  ## Model description
23
 
@@ -48,16 +48,16 @@ The following hyperparameters were used during training:
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | F1 Score |
50
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
51
- | 0.4848 | 1.0 | 1067 | 0.4349 | 0.8395 |
52
- | 0.3086 | 2.0 | 2134 | 0.3476 | 0.8782 |
53
- | 0.1573 | 3.0 | 3201 | 0.3280 | 0.9013 |
54
- | 0.0951 | 4.0 | 4268 | 0.3240 | 0.9106 |
55
- | 0.0359 | 5.0 | 5335 | 0.3610 | 0.9154 |
56
- | 0.046 | 6.0 | 6402 | 0.3692 | 0.9171 |
57
- | 0.0232 | 7.0 | 7469 | 0.3824 | 0.9199 |
58
- | 0.0079 | 8.0 | 8536 | 0.3889 | 0.9223 |
59
- | 0.0049 | 9.0 | 9603 | 0.3987 | 0.9236 |
60
- | 0.0039 | 10.0 | 10670 | 0.4040 | 0.9239 |
61
 
62
 
63
  ### Framework versions
 
16
 
17
  This model is a fine-tuned version of [dslim/distilbert-NER](https://huggingface.co/dslim/distilbert-NER) on the None dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.0722
20
+ - F1 Score: 0.9054
21
 
22
  ## Model description
23
 
 
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | F1 Score |
50
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
51
+ | 0.1037 | 1.0 | 1067 | 0.0940 | 0.8092 |
52
+ | 0.0685 | 2.0 | 2134 | 0.0700 | 0.8535 |
53
+ | 0.0462 | 3.0 | 3201 | 0.0648 | 0.8717 |
54
+ | 0.0259 | 4.0 | 4268 | 0.0642 | 0.8865 |
55
+ | 0.0164 | 5.0 | 5335 | 0.0651 | 0.8914 |
56
+ | 0.0137 | 6.0 | 6402 | 0.0677 | 0.8917 |
57
+ | 0.0084 | 7.0 | 7469 | 0.0694 | 0.8998 |
58
+ | 0.0047 | 8.0 | 8536 | 0.0710 | 0.9022 |
59
+ | 0.0044 | 9.0 | 9603 | 0.0704 | 0.9040 |
60
+ | 0.0031 | 10.0 | 10670 | 0.0722 | 0.9054 |
61
 
62
 
63
  ### Framework versions
runs/Jan02_16-21-42_197d226b6b13/events.out.tfevents.1735834960.197d226b6b13.914.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:841fa872837e3310a2bddec89bdec2a8800b95c955ff0c37177b0588f632c20f
3
- size 55061
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bf8b1dd0d6debde0fc1eeb497e01ef4b4a3fe29304ccf2ee2ac07cf6d5277f34
3
+ size 55738