tatakof commited on
Commit
2efc714
1 Parent(s): 1d1dff5

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +60 -0
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - generated_from_trainer
4
+ datasets:
5
+ - imdb
6
+ model-index:
7
+ - name: distillbert-base-spanish-uncased-finetuned-imdb
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # distillbert-base-spanish-uncased-finetuned-imdb
15
+
16
+ This model is a fine-tuned version of [CenIA/distillbert-base-spanish-uncased](https://huggingface.co/CenIA/distillbert-base-spanish-uncased) on the imdb dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 2.5406
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 2e-05
38
+ - train_batch_size: 64
39
+ - eval_batch_size: 64
40
+ - seed: 42
41
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
+ - lr_scheduler_type: linear
43
+ - num_epochs: 3.0
44
+ - mixed_precision_training: Native AMP
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | 3.1075 | 1.0 | 157 | 2.6769 |
51
+ | 2.7807 | 2.0 | 314 | 2.5764 |
52
+ | 2.7003 | 3.0 | 471 | 2.5571 |
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - Transformers 4.26.0
58
+ - Pytorch 1.13.1+cu116
59
+ - Datasets 2.9.0
60
+ - Tokenizers 0.13.2