Hugging Face's logo

antalvdb
/
distilbert-base-uncased-finetuned-cola

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
antalvdb commited on
Commit
c4f0c7b
·
verified ·
1 Parent(s): 2745498

End of training

Browse files
Files changed (4) hide show
  1. README.md +7 -7
  2. model.safetensors +1 -1
  3. runs/Jan29_13-40-22_f96070633581/events.out.tfevents.1706535635.f96070633581.4947.0 +2 -2
  4. runs/Jan29_13-40-22_f96070633581/events.out.tfevents.1706535732.f96070633581.4947.1 +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: 0.8569
21
- - Matthews Correlation: 0.5182
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
- | 0.5316 | 1.0 | 535 | 0.4772 | 0.4346 |
53
- | 0.3591 | 2.0 | 1070 | 0.5983 | 0.4440 |
54
- | 0.2436 | 3.0 | 1605 | 0.6538 | 0.5123 |
55
- | 0.1704 | 4.0 | 2140 | 0.7636 | 0.5046 |
56
- | 0.1279 | 5.0 | 2675 | 0.8569 | 0.5182 |
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: 0.7517
21
+ - Matthews Correlation: 0.5279
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
52
+ | 0.5218 | 1.0 | 535 | 0.4626 | 0.5004 |
53
+ | 0.3481 | 2.0 | 1070 | 0.5221 | 0.4922 |
54
+ | 0.2278 | 3.0 | 1605 | 0.6471 | 0.5139 |
55
+ | 0.1826 | 4.0 | 2140 | 0.7517 | 0.5279 |
56
+ | 0.1289 | 5.0 | 2675 | 0.8326 | 0.5256 |
57
 
58
 
59
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:44148c544bd1c8b3b2ef6d0f5b45c953c37f962e1abe12e0a511605bc2f550ae
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ee7f8fa2aab3e51fb0e5077fdeeb65f5a04cf800cd08b1bff32ba2715e0eeb0
3
  size 267832560
runs/Jan29_13-40-22_f96070633581/events.out.tfevents.1706535635.f96070633581.4947.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a1e23262482af6fef4d72fba559db2998960f01c8f8f370bd3faec8b8072757e
3
- size 6775
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:906e762b81896760623a2322a7f63a723f57e1d62766ebf0e400f5d685f475ee
3
+ size 7129
runs/Jan29_13-40-22_f96070633581/events.out.tfevents.1706535732.f96070633581.4947.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6739a0f03d11b4efe063dc482d65f6c74f8baa81c59b5aeef4f64141fb15b4a0
3
+ size 423