prajwalJumde commited on
Commit
03f9738
1 Parent(s): 96a611c

aminfoweb/classification_test_27Dec

Browse files
Files changed (2) hide show
  1. README.md +10 -8
  2. model.safetensors +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.2892
21
- - Accuracy: 0.9508
22
 
23
  ## Model description
24
 
@@ -43,17 +43,19 @@ The following hyperparameters were used during training:
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
- - num_epochs: 5
47
 
48
  ### Training results
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
52
- | 0.5775 | 1.0 | 3750 | 0.6166 | 0.902 |
53
- | 0.3579 | 2.0 | 7500 | 0.4535 | 0.9228 |
54
- | 0.2818 | 3.0 | 11250 | 0.4030 | 0.9336 |
55
- | 0.1849 | 4.0 | 15000 | 0.3642 | 0.9408 |
56
- | 0.0957 | 5.0 | 18750 | 0.2892 | 0.9508 |
 
 
57
 
58
 
59
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.3279
21
+ - Accuracy: 0.9493
22
 
23
  ## Model description
24
 
 
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
+ - num_epochs: 7
47
 
48
  ### Training results
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
52
+ | 0.4495 | 1.0 | 5293 | 0.6105 | 0.8841 |
53
+ | 0.2916 | 2.0 | 10586 | 0.4680 | 0.9294 |
54
+ | 0.3098 | 3.0 | 15879 | 0.4065 | 0.9419 |
55
+ | 0.2335 | 4.0 | 21172 | 0.3796 | 0.9430 |
56
+ | 0.1565 | 5.0 | 26465 | 0.3467 | 0.9428 |
57
+ | 0.1886 | 6.0 | 31758 | 0.3174 | 0.9487 |
58
+ | 0.1042 | 7.0 | 37051 | 0.3279 | 0.9493 |
59
 
60
 
61
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b9745ca467e828a36020bdba668d344b7052a21c053762e20b95c46634b552cb
3
  size 594699716
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbca3c21e88d2370da4a7ae5c3e175070b13a1a44edb3d5dd3e3a950d05be939
3
  size 594699716