Spaces:
Sleeping
Sleeping
Commit
•
54576e7
1
Parent(s):
3b856f8
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from transformers import pipeline
|
2 |
+
import gradio as gr
|
3 |
+
|
4 |
+
# Creating the summarizer from pipeline
|
5 |
+
summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
|
6 |
+
|
7 |
+
# Create the summarize function passing in the desired parameters.
|
8 |
+
def summarize(article):
|
9 |
+
return f'{summarizer(article, min_length=30, max_length=200, do_sample=False)[0]["summary_text"]}'
|
10 |
+
|
11 |
+
# Run the application
|
12 |
+
app = gr.Interface(fn=summarize, inputs="text", outputs="text")
|
13 |
+
app.launch()
|