ghadeermobasher
commited on
Commit
•
8582e85
1
Parent(s):
c432731
Update README.md
Browse files
README.md
CHANGED
@@ -1,59 +0,0 @@
|
|
1 |
-
---
|
2 |
-
tags:
|
3 |
-
- generated_from_trainer
|
4 |
-
metrics:
|
5 |
-
- precision
|
6 |
-
- recall
|
7 |
-
- f1
|
8 |
-
model-index:
|
9 |
-
- name: biobert-v1.1-BioRED-Dis-320-8-10
|
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 |
-
# biobert-v1.1-BioRED-Dis-320-8-10
|
17 |
-
|
18 |
-
This model is a fine-tuned version of [dmis-lab/biobert-v1.1](https://huggingface.co/dmis-lab/biobert-v1.1) on an unknown dataset.
|
19 |
-
It achieves the following results on the evaluation set:
|
20 |
-
- Loss: 0.0003
|
21 |
-
- Precision: 0.9980
|
22 |
-
- Recall: 0.9990
|
23 |
-
- F1: 0.9985
|
24 |
-
|
25 |
-
## Model description
|
26 |
-
|
27 |
-
More information needed
|
28 |
-
|
29 |
-
## Intended uses & limitations
|
30 |
-
|
31 |
-
More information needed
|
32 |
-
|
33 |
-
## Training and evaluation data
|
34 |
-
|
35 |
-
More information needed
|
36 |
-
|
37 |
-
## Training procedure
|
38 |
-
|
39 |
-
### Training hyperparameters
|
40 |
-
|
41 |
-
The following hyperparameters were used during training:
|
42 |
-
- learning_rate: 5e-05
|
43 |
-
- train_batch_size: 8
|
44 |
-
- eval_batch_size: 8
|
45 |
-
- seed: 1
|
46 |
-
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
-
- lr_scheduler_type: linear
|
48 |
-
- num_epochs: 10.0
|
49 |
-
|
50 |
-
### Training results
|
51 |
-
|
52 |
-
|
53 |
-
|
54 |
-
### Framework versions
|
55 |
-
|
56 |
-
- Transformers 4.11.3
|
57 |
-
- Pytorch 1.12.0+cu102
|
58 |
-
- Datasets 2.3.2
|
59 |
-
- Tokenizers 0.10.3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|