Spaces:
Sleeping
Sleeping
Najish Mahmud
commited on
Commit
•
05038f8
1
Parent(s):
9a21621
added deps
Browse files- .gitignore +1 -0
- app.py +16 -1
- requirements.txt +2 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
.venv
|
app.py
CHANGED
@@ -1,3 +1,18 @@
|
|
1 |
import gradio as gr
|
2 |
|
3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
|
3 |
+
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
|
4 |
+
from normalizer import normalize # pip install git+https://github.com/csebuetnlp/normalizer
|
5 |
+
|
6 |
+
def summarize(text):
|
7 |
+
model = AutoModelForSeq2SeqLM.from_pretrained("csebuetnlp/banglat5")
|
8 |
+
tokenizer = AutoTokenizer.from_pretrained("csebuetnlp/banglat5", use_fast=False)
|
9 |
+
|
10 |
+
input_ids = tokenizer(normalize(text), return_tensors="pt").input_ids
|
11 |
+
generated_tokens = model.generate(input_ids)
|
12 |
+
decoded_tokens = tokenizer.batch_decode(generated_tokens)[0]
|
13 |
+
return decoded_tokens
|
14 |
+
|
15 |
+
|
16 |
+
gr_interface = gr.Interface("models/Afsara/fb_bart_large_cnn")
|
17 |
+
|
18 |
+
gr_interface.launch()
|
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
transformers==4.29.2
|
2 |
+
normalizer==0.2.1
|