Hugging Face's logo

doyoungkim
/
bert-base-uncased-sst2-membership-attack

Text Classification
Transformers
PyTorch
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
1
doyoungkim commited on
Commit
06419f0
•
1 Parent(s): 913d363

add model

Browse files
Files changed (3) hide show
  1. README.md +7 -7
  2. pytorch_model.bin +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -15,8 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unkown dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.6931
19
- - Accuracy: 0.5092
20
 
21
  ## Model description
22
 
@@ -47,11 +47,11 @@ The following hyperparameters were used during training:
47
 
48
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
49
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
50
- | 0.6931 | 1.0 | 3813 | 0.6931 | 0.5 |
51
- | 0.6931 | 2.0 | 7626 | 0.6931 | 0.5092 |
52
- | 0.6931 | 3.0 | 11439 | 0.6931 | 0.4920 |
53
- | 0.6931 | 4.0 | 15252 | 0.6931 | 0.5092 |
54
- | 0.6931 | 5.0 | 19065 | 0.6931 | 0.4644 |
55
 
56
 
57
  ### Framework versions
 
15
 
16
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unkown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.2233
19
+ - Accuracy: 0.9186
20
 
21
  ## Model description
22
 
 
47
 
48
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
49
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
50
+ | 0.5101 | 1.0 | 3813 | 0.2539 | 0.9140 |
51
+ | 0.5051 | 2.0 | 7626 | 0.2499 | 0.9117 |
52
+ | 0.5006 | 3.0 | 11439 | 0.2452 | 0.9071 |
53
+ | 0.503 | 4.0 | 15252 | 0.2265 | 0.9151 |
54
+ | 0.4989 | 5.0 | 19065 | 0.2233 | 0.9186 |
55
 
56
 
57
  ### Framework versions
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1d1df756ce8fc9f35f5e0199042d4f3e1ea7e7dfe1563c655ba838f1beb5d556
3
  size 438024457
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8f8c61d43a2a69e5fb8ab0118dc6bbd46625b501a5cb01be8e8a8d8f455ff786
3
  size 438024457
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4b05ff6c98d0e2f7bcbf9e0b903c50763a5b8b1921d6f58078e312fc7d1e18e0
3
  size 2671
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1475efa30e91bc473716eb8c09b9fd94675f69eb7265bd7f5eb94c475cdbf47f
3
  size 2671