Hugging Face's logo

leetdavid
/
market_positivity_model

Text Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
Inference Endpoints
Model card Files Community
1
leetdavid commited on
Commit
e255159
•
1 Parent(s): b78b916

add model

Browse files
Files changed (2) hide show
  1. README.md +7 -7
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,10 +14,10 @@ probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [hfl/chinese-roberta-wwm-ext](https://huggingface.co/hfl/chinese-roberta-wwm-ext) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Train Loss: 0.3345
18
- - Train Sparse Categorical Accuracy: 0.8918
19
- - Validation Loss: 0.3843
20
- - Validation Sparse Categorical Accuracy: 0.8676
21
  - Epoch: 2
22
 
23
  ## Model description
@@ -44,9 +44,9 @@ The following hyperparameters were used during training:
44
 
45
  | Train Loss | Train Sparse Categorical Accuracy | Validation Loss | Validation Sparse Categorical Accuracy | Epoch |
46
  |:----------:|:---------------------------------:|:---------------:|:--------------------------------------:|:-----:|
47
- | 0.4272 | 0.8468 | 0.3481 | 0.8735 | 0 |
48
- | 0.3657 | 0.8804 | 0.3581 | 0.8953 | 1 |
49
- | 0.3345 | 0.8918 | 0.3843 | 0.8676 | 2 |
50
 
51
 
52
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [hfl/chinese-roberta-wwm-ext](https://huggingface.co/hfl/chinese-roberta-wwm-ext) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Train Loss: 0.3171
18
+ - Train Sparse Categorical Accuracy: 0.8870
19
+ - Validation Loss: 0.3344
20
+ - Validation Sparse Categorical Accuracy: 0.8768
21
  - Epoch: 2
22
 
23
  ## Model description
 
44
 
45
  | Train Loss | Train Sparse Categorical Accuracy | Validation Loss | Validation Sparse Categorical Accuracy | Epoch |
46
  |:----------:|:---------------------------------:|:---------------:|:--------------------------------------:|:-----:|
47
+ | 0.4282 | 0.8574 | 0.3700 | 0.8720 | 0 |
48
+ | 0.3583 | 0.8694 | 0.3345 | 0.8672 | 1 |
49
+ | 0.3171 | 0.8870 | 0.3344 | 0.8768 | 2 |
50
 
51
 
52
  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cdba648449e45055fc2951a1847bd878254496fe654e84457c5c9b99d73b8ddf
3
  size 409367900
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5fa1732854c4492ffdf1c27653b0270bb9842ec9999e3d48e91ca4009a0e914c
3
  size 409367900