Hugging Face's logo

anamelchor
/
distilbert-base-uncased-finetuned-cola

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
anamelchor commited on
Commit
f9bcc45
·
verified ·
1 Parent(s): b11febe

End of training

Browse files
Files changed (4) hide show
  1. README.md +7 -7
  2. model.safetensors +1 -1
  3. runs/Mar05_08-10-31_6dbd81c6b707/events.out.tfevents.1709626296.6dbd81c6b707.254.1 +2 -2
  4. runs/Mar05_08-10-31_6dbd81c6b707/events.out.tfevents.1709628544.6dbd81c6b707.254.2 +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: 0.5714
21
- - Matthews Correlation: 0.3274
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
- | No log | 1.0 | 54 | 0.5912 | 0.0464 |
53
- | No log | 2.0 | 108 | 0.5486 | 0.3037 |
54
- | No log | 3.0 | 162 | 0.5714 | 0.3274 |
55
- | No log | 4.0 | 216 | 0.6684 | 0.3122 |
56
- | No log | 5.0 | 270 | 0.6647 | 0.3036 |
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: 0.6715
21
+ - Matthews Correlation: 0.4810
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
52
+ | No log | 1.0 | 268 | 0.5027 | 0.4227 |
53
+ | 0.462 | 2.0 | 536 | 0.5662 | 0.4177 |
54
+ | 0.462 | 3.0 | 804 | 0.6715 | 0.4810 |
55
+ | 0.2127 | 4.0 | 1072 | 0.7769 | 0.4756 |
56
+ | 0.2127 | 5.0 | 1340 | 0.8642 | 0.4810 |
57
 
58
 
59
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4a0f769fad0f91a499167b298ac38b7d6a3f4c7e7c4a278fe73fab789323e124
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:483916325a780f6eb7e6e9e7c55571aabfa9767680ac37de6a354b77b342fcec
3
  size 267832560
runs/Mar05_08-10-31_6dbd81c6b707/events.out.tfevents.1709626296.6dbd81c6b707.254.1 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6df42b4867954ed56290805b5bdc5cfbb0d0f13be84a0c5099ad3f5b217a7464
3
- size 6672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:909f985648875c8ed96245a1baf2d1e1289cc061ccc8dff791926c892d87410d
3
+ size 7026
runs/Mar05_08-10-31_6dbd81c6b707/events.out.tfevents.1709628544.6dbd81c6b707.254.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7f25c9907d94b7c7e320a4c6981b48f17126f1cef61b1c99136cbbdfddf91994
3
+ size 423