Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
from transformers import pipeline, set_seed
|
| 3 |
+
|
| 4 |
+
# Define pipeline for text generation
|
| 5 |
+
generator = pipeline('text-generation', model='gpt2')
|
| 6 |
+
|
| 7 |
+
# Set seed for reproducibility
|
| 8 |
+
set_seed(42)
|
| 9 |
+
|
| 10 |
+
# Set up Streamlit app
|
| 11 |
+
st.title('Text Generation with Hugging Face')
|
| 12 |
+
st.write('Type a prompt below and watch the model generate text!')
|
| 13 |
+
|
| 14 |
+
# Get user input
|
| 15 |
+
prompt = st.text_input('Enter your prompt here:')
|
| 16 |
+
|
| 17 |
+
# Generate text
|
| 18 |
+
if prompt:
|
| 19 |
+
text = generator(prompt, max_length=50, num_return_sequences=1)[0]['generated_text']
|
| 20 |
+
st.write(text)
|