gokulsrinivasagan commited on
Commit
6606f3d
1 Parent(s): 92678a6

Model save

Browse files
README.md ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ base_model: gokulsrinivasagan/bert_base_lda_5
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: bert_base_lda_5_wnli
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # bert_base_lda_5_wnli
17
+
18
+ This model is a fine-tuned version of [gokulsrinivasagan/bert_base_lda_5](https://huggingface.co/gokulsrinivasagan/bert_base_lda_5) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.6926
21
+ - Accuracy: 0.5634
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 0.001
41
+ - train_batch_size: 256
42
+ - eval_batch_size: 256
43
+ - seed: 10
44
+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 30
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 1.121 | 1.0 | 3 | 0.8205 | 0.5634 |
53
+ | 1.6034 | 2.0 | 6 | 1.7293 | 0.4366 |
54
+ | 0.9483 | 3.0 | 9 | 0.7649 | 0.4366 |
55
+ | 0.7514 | 4.0 | 12 | 0.7557 | 0.5634 |
56
+ | 0.746 | 5.0 | 15 | 0.8105 | 0.4366 |
57
+ | 0.7896 | 6.0 | 18 | 0.7383 | 0.4366 |
58
+ | 0.7573 | 7.0 | 21 | 0.6853 | 0.5634 |
59
+ | 0.6951 | 8.0 | 24 | 0.8346 | 0.4366 |
60
+ | 0.746 | 9.0 | 27 | 0.6906 | 0.5634 |
61
+ | 0.6992 | 10.0 | 30 | 0.6849 | 0.5634 |
62
+ | 0.6942 | 11.0 | 33 | 0.7009 | 0.4366 |
63
+ | 0.7 | 12.0 | 36 | 0.6951 | 0.4366 |
64
+ | 0.6976 | 13.0 | 39 | 0.6854 | 0.5634 |
65
+ | 0.6999 | 14.0 | 42 | 0.6901 | 0.5634 |
66
+ | 0.6948 | 15.0 | 45 | 0.6926 | 0.5634 |
67
+
68
+
69
+ ### Framework versions
70
+
71
+ - Transformers 4.46.3
72
+ - Pytorch 2.2.1+cu118
73
+ - Datasets 2.17.0
74
+ - Tokenizers 0.20.3
logs/events.out.tfevents.1732275519.ki-g0008.1611923.32 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:21e20f95d66956a5b61bbb1cc6dad252a1caab3ac96c08e738ec7cba07b720b9
3
- size 5592
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e74fa34aff1053b530540951a3f139ac3b468c0e6368876394972b8f393809d
3
+ size 13276
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ad7a5d0fa37857044d09339f603b53326513afc9710dc80e5b07debe0869a99c
3
  size 437953248
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:119fe4987c409856a12f67c1214d31e90ee35ef565da01fed3c3fa681f6e1988
3
  size 437953248