Hugging Face's logo

SjardiWillems
/
distilbert-base-uncased-finetuned-cola

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
SjardiWillems commited on
Commit
086ef30
·
verified ·
1 Parent(s): 0869a1c

End of training

Browse files
Files changed (4) hide show
  1. README.md +7 -7
  2. model.safetensors +1 -1
  3. runs/Mar05_22-12-34_418b5b5ae03a/events.out.tfevents.1709676755.418b5b5ae03a.490.0 +2 -2
  4. runs/Mar05_22-12-34_418b5b5ae03a/events.out.tfevents.1709676860.418b5b5ae03a.490.1 +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 an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.8288
21
- - Matthews Correlation: 0.5466
22
 
23
  ## Model description
24
 
@@ -49,11 +49,11 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
52
- | 0.5219 | 1.0 | 535 | 0.4688 | 0.4386 |
53
- | 0.3465 | 2.0 | 1070 | 0.4888 | 0.5190 |
54
- | 0.2353 | 3.0 | 1605 | 0.6085 | 0.5000 |
55
- | 0.1735 | 4.0 | 2140 | 0.7868 | 0.5169 |
56
- | 0.1239 | 5.0 | 2675 | 0.8288 | 0.5466 |
57
 
58
 
59
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.6077
21
+ - Matthews Correlation: 0.5171
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
52
+ | 0.5186 | 1.0 | 535 | 0.4733 | 0.4358 |
53
+ | 0.348 | 2.0 | 1070 | 0.4952 | 0.5068 |
54
+ | 0.2341 | 3.0 | 1605 | 0.6077 | 0.5171 |
55
+ | 0.1795 | 4.0 | 2140 | 0.8068 | 0.5044 |
56
+ | 0.1257 | 5.0 | 2675 | 0.8596 | 0.5115 |
57
 
58
 
59
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0e0782b1ad83849def2d44bbf5be044d0a6875b02d9e16834445e2145c4180cd
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:118b9e30d6ba753e129f144784e81c66c9f54dfe0e443e050a97f3aee09e6a89
3
  size 267832560
runs/Mar05_22-12-34_418b5b5ae03a/events.out.tfevents.1709676755.418b5b5ae03a.490.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8d885bcdbf4265a10000133dd78282e40fbdcaf1b1402dcda169480ec5600673
3
- size 7256
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:44157b8cb2cbf8df480599647ccc9b784ea475a90e4a8b1747fb2be17f713f4b
3
+ size 7610
runs/Mar05_22-12-34_418b5b5ae03a/events.out.tfevents.1709676860.418b5b5ae03a.490.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bdc11c2d5eb11ba630c1da5610ed06046b1f434e3b4ae0d7c1afa5d9ebd0e0e6
3
+ size 423