Hugging Face's logo

stuser2023
/
distilbert-base-uncased-finetuned-cola

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Model card Files Metrics Community
stuser2023 commited on
Commit
3e47338
·
verified ·
1 Parent(s): e430ff9

End of training

Browse files
Files changed (4) hide show
  1. README.md +12 -11
  2. model.safetensors +1 -1
  3. runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727357693.f266a1036e13.258.0 +2 -2
  4. runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727357910.f266a1036e13.258.1 +3 -0
README.md CHANGED
@@ -1,4 +1,5 @@
1
  ---
 
2
  license: apache-2.0
3
  base_model: distilbert-base-uncased
4
  tags:
@@ -17,8 +18,8 @@ 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: 0.6055
21
- - Matthews Correlation: 0.5321
22
 
23
  ## Model description
24
 
@@ -49,16 +50,16 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
52
- | 0.5174 | 1.0 | 535 | 0.4610 | 0.4584 |
53
- | 0.342 | 2.0 | 1070 | 0.4699 | 0.5176 |
54
- | 0.2337 | 3.0 | 1605 | 0.6055 | 0.5321 |
55
- | 0.1728 | 4.0 | 2140 | 0.8054 | 0.5087 |
56
- | 0.1264 | 5.0 | 2675 | 0.8455 | 0.5193 |
57
 
58
 
59
  ### Framework versions
60
 
61
- - Transformers 4.44.0
62
- - Pytorch 2.3.1+cu121
63
- - Datasets 2.20.0
64
- - Tokenizers 0.19.1
 
1
  ---
2
+ library_name: transformers
3
  license: apache-2.0
4
  base_model: distilbert-base-uncased
5
  tags:
 
18
 
19
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.7916
22
+ - Matthews Correlation: 0.5309
23
 
24
  ## Model description
25
 
 
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
53
+ | 0.519 | 1.0 | 535 | 0.4526 | 0.4348 |
54
+ | 0.344 | 2.0 | 1070 | 0.4732 | 0.4945 |
55
+ | 0.2344 | 3.0 | 1605 | 0.6461 | 0.5073 |
56
+ | 0.1778 | 4.0 | 2140 | 0.7916 | 0.5309 |
57
+ | 0.1301 | 5.0 | 2675 | 0.8300 | 0.5288 |
58
 
59
 
60
  ### Framework versions
61
 
62
+ - Transformers 4.45.0
63
+ - Pytorch 2.4.1+cu121
64
+ - Datasets 2.21.0
65
+ - Tokenizers 0.20.0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fff57ceeba0fd08f6e6b9386206d13210f7f61abea337a63992bcfef8b524d1d
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:65486173c5d9daaf8f211db7a31da3484e73e846f0db20111518c4c0e1b804c7
3
  size 267832560
runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727357693.f266a1036e13.258.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:431ba27296f8107ff16a0b210cfb0525ae650deca29574635c2d982ec5ab577c
3
- size 7674
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f026b485b0afdcc62844ebd024f6bdab36023b29dc04849094a4440bfbd12993
3
+ size 8028
runs/Sep26_13-34-33_f266a1036e13/events.out.tfevents.1727357910.f266a1036e13.258.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8642bdfa48a63e7201ac3f2d38c51b2f071886bfa6e28d21f5b886a99301442d
3
+ size 423