Sarmila commited on
Commit
3741dbc
1 Parent(s): 671308c

End of training

Browse files
Files changed (4) hide show
  1. README.md +61 -0
  2. pytorch_model.bin +1 -1
  3. tokenizer.json +3 -3
  4. training_args.bin +1 -1
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ base_model: Sarmila/pubmed-bert-mlm
4
+ tags:
5
+ - generated_from_trainer
6
+ datasets:
7
+ - covid_qa_deepset
8
+ model-index:
9
+ - name: pubmed-bert-mlm-squad-covidqa
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # pubmed-bert-mlm-squad-covidqa
17
+
18
+ This model is a fine-tuned version of [Sarmila/pubmed-bert-mlm](https://huggingface.co/Sarmila/pubmed-bert-mlm) on the covid_qa_deepset dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.5812
21
+
22
+ ## Model description
23
+
24
+ More information needed
25
+
26
+ ## Intended uses & limitations
27
+
28
+ More information needed
29
+
30
+ ## Training and evaluation data
31
+
32
+ More information needed
33
+
34
+ ## Training procedure
35
+
36
+ ### Training hyperparameters
37
+
38
+ The following hyperparameters were used during training:
39
+ - learning_rate: 2e-05
40
+ - train_batch_size: 32
41
+ - eval_batch_size: 32
42
+ - seed: 42
43
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
+ - lr_scheduler_type: linear
45
+ - num_epochs: 3
46
+
47
+ ### Training results
48
+
49
+ | Training Loss | Epoch | Step | Validation Loss |
50
+ |:-------------:|:-----:|:----:|:---------------:|
51
+ | No log | 1.0 | 51 | 0.5056 |
52
+ | No log | 2.0 | 102 | 0.5423 |
53
+ | No log | 3.0 | 153 | 0.5812 |
54
+
55
+
56
+ ### Framework versions
57
+
58
+ - Transformers 4.33.0
59
+ - Pytorch 2.0.0
60
+ - Datasets 2.1.0
61
+ - Tokenizers 0.13.3
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:45ac37b8ae2afdb582546b81f57d72a5fe18dd1c6e53a68a3669cb08ae92afc5
3
  size 435640489
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a626c4234c8aaacca89e12d140891078fe2e594b85b4499d986ec36948386b5
3
  size 435640489
tokenizer.json CHANGED
@@ -2,13 +2,13 @@
2
  "version": "1.0",
3
  "truncation": {
4
  "direction": "Right",
5
- "max_length": 384,
6
  "strategy": "OnlySecond",
7
- "stride": 0
8
  },
9
  "padding": {
10
  "strategy": {
11
- "Fixed": 384
12
  },
13
  "direction": "Right",
14
  "pad_to_multiple_of": null,
 
2
  "version": "1.0",
3
  "truncation": {
4
  "direction": "Right",
5
+ "max_length": 100,
6
  "strategy": "OnlySecond",
7
+ "stride": 50
8
  },
9
  "padding": {
10
  "strategy": {
11
+ "Fixed": 100
12
  },
13
  "direction": "Right",
14
  "pad_to_multiple_of": null,
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:07f440c0da7d2d957bc0f72accbf9272c19d116d1bfe108bda53887a51adb704
3
  size 4091
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7479e4814360ba68448769ecbc6b717052686aa86c72f211d30563b9f07ccdf9
3
  size 4091