Hugging Face's logo

Rocketknight1
/
esm2_t12_35M_UR50D-finetuned-cytosol-membrane-classification

Text Classification
Transformers
TensorFlow
esm
generated_from_keras_callback
Inference Endpoints
Model card Files Community
Rocketknight1 HF staff commited on
Commit
5da4c09
·
1 Parent(s): 00058dd

Upload TFEsmForSequenceClassification

Browse files
Files changed (2) hide show
  1. README.md +6 -6
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -13,10 +13,10 @@ probably proofread and complete it, then remove this comment. -->
13
 
14
  This model is a fine-tuned version of [facebook/esm2_t12_35M_UR50D](https://huggingface.co/facebook/esm2_t12_35M_UR50D) on an unknown dataset.
15
  It achieves the following results on the evaluation set:
16
- - Train Loss: 0.1028
17
  - Train Accuracy: 0.9647
18
- - Validation Loss: 0.1550
19
- - Validation Accuracy: 0.9433
20
  - Epoch: 2
21
 
22
  ## Model description
@@ -43,9 +43,9 @@ The following hyperparameters were used during training:
43
 
44
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
45
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
46
- | 0.2490 | 0.9250 | 0.1593 | 0.9409 | 0 |
47
- | 0.1494 | 0.9505 | 0.1440 | 0.9456 | 1 |
48
- | 0.1028 | 0.9647 | 0.1550 | 0.9433 | 2 |
49
 
50
 
51
  ### Framework versions
 
13
 
14
  This model is a fine-tuned version of [facebook/esm2_t12_35M_UR50D](https://huggingface.co/facebook/esm2_t12_35M_UR50D) on an unknown dataset.
15
  It achieves the following results on the evaluation set:
16
+ - Train Loss: 0.0987
17
  - Train Accuracy: 0.9647
18
+ - Validation Loss: 0.1547
19
+ - Validation Accuracy: 0.9504
20
  - Epoch: 2
21
 
22
  ## Model description
 
43
 
44
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
45
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
46
+ | 0.2361 | 0.9250 | 0.1592 | 0.9504 | 0 |
47
+ | 0.1393 | 0.9534 | 0.1941 | 0.9417 | 1 |
48
+ | 0.0987 | 0.9647 | 0.1547 | 0.9504 | 2 |
49
 
50
 
51
  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d86757eb5a3f7e589e57b4252b7fbab17e1ffe49010cd106ef1a95154507e957
3
  size 134306840
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:325f8b18d5d52634ccf14398e981f4a0b2e4d23b47d8d742a8b051b23dca95f3
3
  size 134306840