Update app.py
Browse files
app.py
CHANGED
@@ -1,3 +1,21 @@
|
|
1 |
import gradio as gr
|
|
|
2 |
|
3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
+
from transformers import pipeline
|
3 |
|
4 |
+
# Load the model using Hugging Face's transformers library
|
5 |
+
model_name = "facebook/blenderbot-400M-distill" # Example model, replace with your desired model
|
6 |
+
nlp = pipeline("text-generation", model=model_name)
|
7 |
+
|
8 |
+
# Define the function to generate text
|
9 |
+
def generate_text(prompt):
|
10 |
+
response = nlp(prompt, max_length=50, num_return_sequences=1)
|
11 |
+
return response[0]['generated_text']
|
12 |
+
|
13 |
+
# Create a Gradio interface
|
14 |
+
iface = gr.Interface(fn=generate_text,
|
15 |
+
inputs="text",
|
16 |
+
outputs="text",
|
17 |
+
title="Hugging Face Model",
|
18 |
+
description="Generate text using a Hugging Face model.")
|
19 |
+
|
20 |
+
# Launch the interface
|
21 |
+
iface.launch()
|