PRAli22 commited on
Commit
4225898
1 Parent(s): c48f2eb

Training completed!

Browse files
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: distilbert-base-uncased
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
+ - f1
10
+ model-index:
11
+ - name: distilbert-base-uncased-finetuned-emotion
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # distilbert-base-uncased-finetuned-emotion
19
+
20
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 0.2295
23
+ - Accuracy: 0.9185
24
+ - F1: 0.9182
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 2e-05
44
+ - train_batch_size: 64
45
+ - eval_batch_size: 64
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 2
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | 0.8395 | 1.0 | 250 | 0.3365 | 0.9 | 0.8973 |
56
+ | 0.2562 | 2.0 | 500 | 0.2295 | 0.9185 | 0.9182 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.44.2
62
+ - Pytorch 2.4.1+cu121
63
+ - Datasets 3.0.1
64
+ - Tokenizers 0.19.1
runs/Sep29_23-08-00_8e91db3c741e/events.out.tfevents.1727651317.8e91db3c741e.9601.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0ff3bdf4b496df23ee1d794d81cf19fe496fd9555b981338d2261367e33fd2ed
3
- size 5917
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1fed2f9eaf1b9b43e979647dbeab216e5553f52d46c9d7baa7f83a377ebfe4ea
3
+ size 6640