DracoHugging commited on
Commit
ecabebd
1 Parent(s): 79cbb90

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +61 -0
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: Distilbert-sentiment-analysis
7
+ results: []
8
+ ---
9
+
10
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
+ should probably proofread and complete it, then remove this comment. -->
12
+
13
+ # Distilbert-sentiment-analysis
14
+
15
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
16
+ It achieves the following results on the evaluation set:
17
+ - Loss: 1.2745
18
+
19
+ ## Model description
20
+
21
+ More information needed
22
+
23
+ ## Intended uses & limitations
24
+
25
+ More information needed
26
+
27
+ ## Training and evaluation data
28
+
29
+ More information needed
30
+
31
+ ## Training procedure
32
+
33
+ ### Training hyperparameters
34
+
35
+ The following hyperparameters were used during training:
36
+ - learning_rate: 5e-05
37
+ - train_batch_size: 128
38
+ - eval_batch_size: 128
39
+ - seed: 42
40
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
41
+ - lr_scheduler_type: linear
42
+ - lr_scheduler_warmup_steps: 500
43
+ - num_epochs: 5
44
+
45
+ ### Training results
46
+
47
+ | Training Loss | Epoch | Step | Validation Loss |
48
+ |:-------------:|:-----:|:----:|:---------------:|
49
+ | 1.1633 | 1.0 | 1178 | 1.1116 |
50
+ | 1.0524 | 2.0 | 2356 | 1.0836 |
51
+ | 0.9103 | 3.0 | 3534 | 1.1135 |
52
+ | 0.7676 | 4.0 | 4712 | 1.1945 |
53
+ | 0.659 | 5.0 | 5890 | 1.2745 |
54
+
55
+
56
+ ### Framework versions
57
+
58
+ - Transformers 4.30.1
59
+ - Pytorch 2.0.0
60
+ - Datasets 2.1.0
61
+ - Tokenizers 0.13.3