chethu commited on
Commit
ee9cc4f
1 Parent(s): d43398c

Training completed!

Browse files
README.md ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: distilbert-base-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ - f1
9
+ model-index:
10
+ - name: distilbert-base-uncased-finetuned-emotion
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # distilbert-base-uncased-finetuned-emotion
18
+
19
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.2098
22
+ - Accuracy: 0.9265
23
+ - F1: 0.9265
24
+
25
+ ## Model description
26
+
27
+ More information needed
28
+
29
+ ## Intended uses & limitations
30
+
31
+ More information needed
32
+
33
+ ## Training and evaluation data
34
+
35
+ More information needed
36
+
37
+ ## Training procedure
38
+
39
+ ### Training hyperparameters
40
+
41
+ The following hyperparameters were used during training:
42
+ - learning_rate: 2e-05
43
+ - train_batch_size: 64
44
+ - eval_batch_size: 64
45
+ - seed: 42
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: linear
48
+ - num_epochs: 2
49
+
50
+ ### Training results
51
+
52
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
53
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
54
+ | 0.8019 | 1.0 | 250 | 0.3192 | 0.906 | 0.9053 |
55
+ | 0.2502 | 2.0 | 500 | 0.2098 | 0.9265 | 0.9265 |
56
+
57
+
58
+ ### Framework versions
59
+
60
+ - Transformers 4.35.0
61
+ - Pytorch 2.0.0
62
+ - Datasets 2.1.0
63
+ - Tokenizers 0.14.1
runs/Dec06_10-27-51_0ee0f81986b1/events.out.tfevents.1701858509.0ee0f81986b1.859.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2f8ec8bbd8bc283b544521f4afed53ef223fbfd64ace149e34446a6acbaa3281
3
- size 5128
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f5183bbf48bad4b40e695613eb3155f995555973d6a83b97a64f1108a1bc388b
3
+ size 5851