Hugging Face's logo

ben-yu
/
distilbert-base-uncased-finetuned-nlp-letters-full-text-degendered-class-weighted

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Model card Files
xet
Metrics Community
ben-yu commited on
Commit
a19dc9d
·
verified ·
1 Parent(s): 45b43fa

End of training

Browse files
Files changed (3) hide show
  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. runs/Jul06_07-50-52_7ca7e9212e18/events.out.tfevents.1720253130.7ca7e9212e18.1525.1 +3 -0
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.7827
21
- - F1: 0.8216
22
 
23
  ## Model description
24
 
@@ -49,16 +49,16 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | F1 |
51
  |:-------------:|:-----:|:----:|:---------------:|:------:|
52
- | No log | 1.0 | 165 | 0.4941 | 0.4672 |
53
- | No log | 2.0 | 330 | 0.3701 | 0.4901 |
54
- | No log | 3.0 | 495 | 0.3614 | 0.6713 |
55
- | 0.4158 | 4.0 | 660 | 0.4760 | 0.7594 |
56
- | 0.4158 | 5.0 | 825 | 0.7827 | 0.8216 |
57
- | 0.4158 | 6.0 | 990 | 1.0213 | 0.8070 |
58
- | 0.1592 | 7.0 | 1155 | 1.1861 | 0.8049 |
59
- | 0.1592 | 8.0 | 1320 | 1.3309 | 0.8065 |
60
- | 0.1592 | 9.0 | 1485 | 1.4214 | 0.8116 |
61
- | 0.0391 | 10.0 | 1650 | 1.4379 | 0.8166 |
62
 
63
 
64
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.0801
21
+ - F1: 0.7913
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | F1 |
51
  |:-------------:|:-----:|:----:|:---------------:|:------:|
52
+ | No log | 1.0 | 165 | 0.5891 | 0.2122 |
53
+ | No log | 2.0 | 330 | 0.4626 | 0.2122 |
54
+ | No log | 3.0 | 495 | 0.4237 | 0.6942 |
55
+ | 0.5036 | 4.0 | 660 | 0.5238 | 0.7538 |
56
+ | 0.5036 | 5.0 | 825 | 0.5471 | 0.7061 |
57
+ | 0.5036 | 6.0 | 990 | 0.6879 | 0.7355 |
58
+ | 0.2759 | 7.0 | 1155 | 0.8325 | 0.7850 |
59
+ | 0.2759 | 8.0 | 1320 | 0.9948 | 0.7743 |
60
+ | 0.2759 | 9.0 | 1485 | 1.0801 | 0.7913 |
61
+ | 0.1467 | 10.0 | 1650 | 1.1739 | 0.7897 |
62
 
63
 
64
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:59d333acc828c81f6fa3fe9b55bed09722bdc59068192f2472203ed11f2e8253
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e37dffa3613ccf554e944239e7c51c05ba4382b1d9e3d63f6e351fd835df9283
3
  size 267832560
runs/Jul06_07-50-52_7ca7e9212e18/events.out.tfevents.1720253130.7ca7e9212e18.1525.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5b98ee3f8208f5c8e97b60815ced0572bde0c73a9bf0bd5b8a142b94cc05613
3
+ size 405