Hugging Face's logo

ben-yu
/
distilbert-base-uncased-finetuned-nlp-letters-s1_s2-all-class-weighted

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Model card Files Metrics Community
ben-yu commited on
Commit
6b52a2c
·
verified ·
1 Parent(s): 97f74c7

End of training

Browse files
Files changed (3) hide show
  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. runs/Jul21_23-38-50_089fb13e6219/events.out.tfevents.1721606211.089fb13e6219.3203.20 +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: 1.7848
21
- - F1: 0.7974
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 | 221 | 0.4178 | 0.4619 |
53
- | No log | 2.0 | 442 | 0.3694 | 0.6699 |
54
- | 0.4309 | 3.0 | 663 | 0.3866 | 0.6412 |
55
- | 0.4309 | 4.0 | 884 | 0.9568 | 0.7747 |
56
- | 0.2124 | 5.0 | 1105 | 1.0502 | 0.7886 |
57
- | 0.2124 | 6.0 | 1326 | 1.7311 | 0.7929 |
58
- | 0.0842 | 7.0 | 1547 | 1.7840 | 0.7873 |
59
- | 0.0842 | 8.0 | 1768 | 1.6234 | 0.7882 |
60
- | 0.0842 | 9.0 | 1989 | 1.7240 | 0.7891 |
61
- | 0.019 | 10.0 | 2210 | 1.7848 | 0.7974 |
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: 1.9111
21
+ - F1: 0.7954
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | F1 |
51
  |:-------------:|:-----:|:----:|:---------------:|:------:|
52
+ | No log | 1.0 | 221 | 0.4314 | 0.5764 |
53
+ | No log | 2.0 | 442 | 0.3605 | 0.7050 |
54
+ | 0.4222 | 3.0 | 663 | 0.3836 | 0.6435 |
55
+ | 0.4222 | 4.0 | 884 | 0.8083 | 0.7664 |
56
+ | 0.2007 | 5.0 | 1105 | 1.2276 | 0.7810 |
57
+ | 0.2007 | 6.0 | 1326 | 1.9111 | 0.7954 |
58
+ | 0.0691 | 7.0 | 1547 | 1.7697 | 0.7767 |
59
+ | 0.0691 | 8.0 | 1768 | 1.7481 | 0.7758 |
60
+ | 0.0691 | 9.0 | 1989 | 1.7456 | 0.7755 |
61
+ | 0.0179 | 10.0 | 2210 | 1.9461 | 0.7848 |
62
 
63
 
64
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b08dbbb7b3fa487a68cad84976206d293b0030a50ef40fa69f0437d24c2d0aaf
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ded5243e60b8f8c7922374cb534cdeac597f0eaef39b846ca06d40413799d457
3
  size 267832560
runs/Jul21_23-38-50_089fb13e6219/events.out.tfevents.1721606211.089fb13e6219.3203.20 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:268936fa54f3ed7b9785ca2818e5e8db9b66bce1330c8eedf7260b42b9fdb19a
3
+ size 405