Hugging Face's logo

KanWasTaken
/
ATE

Token Classification
Transformers
Safetensors
distilbert
Generated from Trainer
Model card Files Community
KanWasTaken commited on
Commit
2e85f4a
·
verified ·
1 Parent(s): 4e42281

Model save

Browse files
Files changed (2) hide show
  1. README.md +12 -12
  2. model.safetensors +1 -1
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 [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 0.2578
20
- - F1-score: 0.8064
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
- | 0.2899 | 1.0 | 226 | 0.2203 | 0.6838 |
52
- | 0.1197 | 2.0 | 452 | 0.1892 | 0.7766 |
53
- | 0.0694 | 3.0 | 678 | 0.1919 | 0.7961 |
54
- | 0.0459 | 4.0 | 904 | 0.2223 | 0.8008 |
55
- | 0.0389 | 5.0 | 1130 | 0.2283 | 0.8090 |
56
- | 0.0268 | 6.0 | 1356 | 0.2374 | 0.8095 |
57
- | 0.0225 | 7.0 | 1582 | 0.2458 | 0.8084 |
58
- | 0.0194 | 8.0 | 1808 | 0.2557 | 0.8094 |
59
- | 0.017 | 9.0 | 2034 | 0.2588 | 0.8106 |
60
- | 0.0163 | 10.0 | 2260 | 0.2578 | 0.8064 |
61
 
62
 
63
  ### Framework versions
 
16
 
17
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.2645
20
+ - F1-score: 0.8113
21
 
22
  ## Model description
23
 
 
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | F1-score |
50
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
51
+ | 0.2839 | 1.0 | 226 | 0.2148 | 0.7160 |
52
+ | 0.1153 | 2.0 | 452 | 0.1899 | 0.7830 |
53
+ | 0.0677 | 3.0 | 678 | 0.1942 | 0.8008 |
54
+ | 0.0456 | 4.0 | 904 | 0.2249 | 0.8012 |
55
+ | 0.0393 | 5.0 | 1130 | 0.2361 | 0.8077 |
56
+ | 0.027 | 6.0 | 1356 | 0.2455 | 0.8120 |
57
+ | 0.0226 | 7.0 | 1582 | 0.2486 | 0.8068 |
58
+ | 0.0198 | 8.0 | 1808 | 0.2602 | 0.8156 |
59
+ | 0.0171 | 9.0 | 2034 | 0.2640 | 0.8155 |
60
+ | 0.0161 | 10.0 | 2260 | 0.2645 | 0.8113 |
61
 
62
 
63
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7ce1382d47fae2b0fa6e8ccd27554024d323c3d7d9bba879f5f65becd0f5cb14
3
  size 265473092
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eb5ca83b6e8514e2c90af79fb6fea4ea4025e23e441250a3fd39af6dc40fd3cd
3
  size 265473092