Spaces:
Running
Running
rajeshthangaraj1
commited on
Commit
•
654c025
1
Parent(s):
cbb9dac
create app
Browse files
app.py
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
# Load the GPT-2 model
|
5 |
+
generator = pipeline('text-generation', model='gpt2')
|
6 |
+
|
7 |
+
def generate_text(prompt):
|
8 |
+
# Generate text based on the input prompt
|
9 |
+
results = generator(prompt, max_length=100, num_return_sequences=1)
|
10 |
+
return results[0]['generated_text']
|
11 |
+
|
12 |
+
# Set up the Gradio interface
|
13 |
+
interface = gr.Interface(
|
14 |
+
fn=generate_text,
|
15 |
+
inputs=gr.inputs.Textbox(lines=2, placeholder="Type something here..."),
|
16 |
+
outputs='text',
|
17 |
+
title="Simple Generative AI",
|
18 |
+
description="Type in a prompt and get a continuation from GPT-2!"
|
19 |
+
)
|
20 |
+
|
21 |
+
if __name__ == "__main__":
|
22 |
+
interface.launch()
|