Hugging Face's logo

kozy9
/
news_classification_file

Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
Model card Files
xet
 Community
kozy9 commited on
Commit
9ce2f60
·
verified ·
1 Parent(s): 4c96acb

Pushing the news classification model

Browse files
Files changed (3) hide show
  1. README.md +8 -8
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 0.4186
23
- - Accuracy: 0.88
24
- - F1: 0.8795
25
 
26
  ## Model description
27
 
@@ -52,11 +52,11 @@ The following hyperparameters were used during training:
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
- | 0.8367 | 1.0 | 32 | 0.4420 | 0.85 | 0.8481 |
56
- | 0.3242 | 2.0 | 64 | 0.3767 | 0.865 | 0.8659 |
57
- | 0.1799 | 3.0 | 96 | 0.4036 | 0.885 | 0.8856 |
58
- | 0.1217 | 4.0 | 128 | 0.4325 | 0.87 | 0.8692 |
59
- | 0.0917 | 5.0 | 160 | 0.4186 | 0.88 | 0.8795 |
60
 
61
 
62
  ### Framework versions
 
19
 
20
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 0.4232
23
+ - Accuracy: 0.89
24
+ - F1: 0.8884
25
 
26
  ## Model description
27
 
 
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | 0.8589 | 1.0 | 32 | 0.4555 | 0.855 | 0.8547 |
56
+ | 0.316 | 2.0 | 64 | 0.3841 | 0.875 | 0.8737 |
57
+ | 0.1993 | 3.0 | 96 | 0.4407 | 0.875 | 0.8753 |
58
+ | 0.1376 | 4.0 | 128 | 0.4330 | 0.885 | 0.8829 |
59
+ | 0.1128 | 5.0 | 160 | 0.4232 | 0.89 | 0.8884 |
60
 
61
 
62
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:190ec33f8586e922103de910a1e312cfc978a2e88ebd6037969c84e73f66d6b9
3
  size 267838720
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:93bc7b246d0f097e3f3feb16d2dc97b198169e442a27e6332e54c93313d6a97b
3
  size 267838720
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d546debeb6ace85bb24fa25e147221b3a60b3dafebb8abc721c1ef29f2bb16a9
3
  size 5841
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:561c20baee45c4fc42edaa3a72ca91d7bcb318bff81ea251ccd8e16b7cf112d5
3
  size 5841