Spaces:
Build error
Build error
Update app.py
Browse files
app.py
CHANGED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from transformers import pipeline
|
2 |
+
import gradio as gr
|
3 |
+
|
4 |
+
summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-small", truncation=True, framework="tf")
|
5 |
+
|
6 |
+
def translate(text):
|
7 |
+
text = text.replace('"', '”')
|
8 |
+
text = text.replace(''', "'")
|
9 |
+
text = text.replace('&', "&")
|
10 |
+
result = summarizer(text, min_length=100, truncation=True)
|
11 |
+
return result[0]["summary_text"]
|
12 |
+
|
13 |
+
iface = gr.Interface(
|
14 |
+
fn=translate,
|
15 |
+
inputs=gr.inputs.Textbox(lines=10, placeholder="Enter text to summarize..."),
|
16 |
+
outputs="text"
|
17 |
+
)
|
18 |
+
|
19 |
+
iface.launch()
|