Hugging Face's logo

davidgaofc
/
temp_attack

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
davidgaofc commited on
Commit
3e99066
•
1 Parent(s): 76c3132

End of training

Browse files
Files changed (5) hide show
  1. README.md +11 -17
  2. model.safetensors +1 -1
  3. runs/Dec14_03-15-00_2f59d6d2b43a/events.out.tfevents.1702523703.2f59d6d2b43a.418.0 +3 -0
  4. runs/Dec14_03-20-43_2f59d6d2b43a/events.out.tfevents.1702524044.2f59d6d2b43a.418.1 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 2.2949
24
- - Accuracy: 0.5152
25
- - F1: 0.5101
26
- - Precision: 0.5249
27
- - Recall: 0.5152
28
 
29
  ## Model description
30
 
@@ -49,23 +49,17 @@ The following hyperparameters were used during training:
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: linear
52
- - num_epochs: 11
53
 
54
  ### Training results
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
57
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
58
- | No log | 1.0 | 66 | 0.6927 | 0.5091 | 0.3630 | 0.3282 | 0.5091 |
59
- | No log | 2.0 | 132 | 0.7118 | 0.4665 | 0.3939 | 0.4769 | 0.4665 |
60
- | No log | 3.0 | 198 | 0.7364 | 0.5183 | 0.5147 | 0.5268 | 0.5183 |
61
- | No log | 4.0 | 264 | 0.8579 | 0.5244 | 0.5050 | 0.5467 | 0.5244 |
62
- | No log | 5.0 | 330 | 1.0336 | 0.5366 | 0.5314 | 0.5479 | 0.5366 |
63
- | No log | 6.0 | 396 | 1.2542 | 0.5061 | 0.5006 | 0.5155 | 0.5061 |
64
- | No log | 7.0 | 462 | 1.6410 | 0.5061 | 0.4976 | 0.5175 | 0.5061 |
65
- | 0.43 | 8.0 | 528 | 1.9153 | 0.5213 | 0.5169 | 0.5308 | 0.5213 |
66
- | 0.43 | 9.0 | 594 | 2.0519 | 0.5152 | 0.5151 | 0.5193 | 0.5152 |
67
- | 0.43 | 10.0 | 660 | 2.2304 | 0.5213 | 0.5169 | 0.5308 | 0.5213 |
68
- | 0.43 | 11.0 | 726 | 2.2949 | 0.5152 | 0.5101 | 0.5249 | 0.5152 |
69
 
70
 
71
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.8713
24
+ - Accuracy: 0.5183
25
+ - F1: 0.5192
26
+ - Precision: 0.5219
27
+ - Recall: 0.5183
28
 
29
  ## Model description
30
 
 
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: linear
52
+ - num_epochs: 5
53
 
54
  ### Training results
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
57
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
58
+ | No log | 1.0 | 66 | 0.7083 | 0.4970 | 0.4093 | 0.5891 | 0.4970 |
59
+ | No log | 2.0 | 132 | 0.7447 | 0.4939 | 0.4486 | 0.5338 | 0.4939 |
60
+ | No log | 3.0 | 198 | 0.7978 | 0.5 | 0.4814 | 0.5239 | 0.5 |
61
+ | No log | 4.0 | 264 | 0.8450 | 0.5091 | 0.5100 | 0.5136 | 0.5091 |
62
+ | No log | 5.0 | 330 | 0.8713 | 0.5183 | 0.5192 | 0.5219 | 0.5183 |
 
 
 
 
 
 
63
 
64
 
65
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f8679cea207956db81795d6f81173bcfb95c3db61b6e432bc6ce7f6c8f9797f0
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6559a53aa18d9637cbe118e00db2409c96836cf15512eb17e40bdf38a0bdf145
3
  size 267832560
runs/Dec14_03-15-00_2f59d6d2b43a/events.out.tfevents.1702523703.2f59d6d2b43a.418.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2558200fff9aa339ea383ec5c9eda25678e66daaf0b4a8226724cc778ddd12fb
3
+ size 9765
runs/Dec14_03-20-43_2f59d6d2b43a/events.out.tfevents.1702524044.2f59d6d2b43a.418.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7e395858c827ecaeccfe7b193c37cfb1c8ce7f00d2ac2bc1a0b8b4814a9bf13
3
+ size 6866
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ba5bf59f73b3b913b0f690cfa02492a61e932bc1460583572483c649d6a642fd
3
  size 4536
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2888f45ca80c8915c7952b219f2e55f787d81f2cf5bfe85f691cd1f1b69243ae
3
  size 4536