juliusco commited on
Commit
f5a3511
1 Parent(s): 2ec83e2

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +62 -0
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ tags:
4
+ - generated_from_trainer
5
+ datasets:
6
+ - covid_qa_deepset
7
+ model-index:
8
+ - name: distilbert-base-uncased-finetuned-covdistilbert
9
+ results: []
10
+ ---
11
+
12
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
+ should probably proofread and complete it, then remove this comment. -->
14
+
15
+ # distilbert-base-uncased-finetuned-covdistilbert
16
+
17
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the covid_qa_deepset dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 0.4844
20
+
21
+ ## Model description
22
+
23
+ More information needed
24
+
25
+ ## Intended uses & limitations
26
+
27
+ More information needed
28
+
29
+ ## Training and evaluation data
30
+
31
+ More information needed
32
+
33
+ ## Training procedure
34
+
35
+ ### Training hyperparameters
36
+
37
+ The following hyperparameters were used during training:
38
+ - learning_rate: 2e-05
39
+ - train_batch_size: 128
40
+ - eval_batch_size: 128
41
+ - seed: 42
42
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
+ - lr_scheduler_type: linear
44
+ - num_epochs: 5
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | No log | 1.0 | 457 | 0.5125 |
51
+ | 0.5146 | 2.0 | 914 | 0.4843 |
52
+ | 0.2158 | 3.0 | 1371 | 0.4492 |
53
+ | 0.1639 | 4.0 | 1828 | 0.4760 |
54
+ | 0.1371 | 5.0 | 2285 | 0.4844 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 4.13.0
60
+ - Pytorch 1.10.0+cu102
61
+ - Datasets 1.16.1
62
+ - Tokenizers 0.10.3