Update README.md
Browse files
README.md
CHANGED
@@ -15,11 +15,28 @@ license: apache-2.0
|
|
15 |
|
16 |
# idT5 for Question Generation and Question Answering
|
17 |
|
18 |
-
[
|
19 |
|
20 |
## Requirements
|
21 |
```
|
22 |
!pip install transformers==4.4.2
|
23 |
!pip install sentencepiece==0.1.95
|
|
|
|
|
24 |
```
|
25 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
|
16 |
# idT5 for Question Generation and Question Answering
|
17 |
|
18 |
+
[idT5](https://huggingface.co/muchad/idt5) (Indonesian version of [mT5](https://huggingface.co/google/mt5-base)) is fine-tuned on [translated SQuAD v2.0](https://github.com/Wikidepia/indonesian_datasets/tree/master/question-answering/squad) for **Question Generation and Question Answering** tasks.
|
19 |
|
20 |
## Requirements
|
21 |
```
|
22 |
!pip install transformers==4.4.2
|
23 |
!pip install sentencepiece==0.1.95
|
24 |
+
!git clone https://github.com/muchad/qaqg.git
|
25 |
+
%cd qaqg/
|
26 |
```
|
27 |
+
|
28 |
+
## Usage 🚀
|
29 |
+
### Question Answering
|
30 |
+
|
31 |
+
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/muchad/qaqg/blob/main/idT5_Question_Answering.ipynb)
|
32 |
+
|
33 |
+
```
|
34 |
+
from pipeline_qa import pipeline #pipeline_qa.py script in the cloned repo
|
35 |
+
qa = pipeline()
|
36 |
+
|
37 |
+
#sample
|
38 |
+
qa({"context":"Raja Purnawarman mulai memerintah Kerajaan Tarumanegara pada tahun 395 M.","question":"Siapa pemimpin Kerajaan Tarumanegara?"})
|
39 |
+
|
40 |
+
#output
|
41 |
+
=> Raja Purnawarman
|
42 |
+
```
|