Spaces:
Runtime error
Runtime error
Upload 2 files
Browse files- app.py +22 -0
- requirements.txt +4 -0
app.py
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
|
| 4 |
+
# Load the Pythia-410m chatbot model
|
| 5 |
+
chatbot = pipeline("text-generation", model="AventIQ-AI/pythia-410m-chatbot")
|
| 6 |
+
|
| 7 |
+
def chat_response(prompt):
|
| 8 |
+
response = chatbot(prompt, max_length=200, num_return_sequences=1)
|
| 9 |
+
return response[0]['generated_text']
|
| 10 |
+
|
| 11 |
+
# Create Gradio interface
|
| 12 |
+
iface = gr.Interface(
|
| 13 |
+
fn=chat_response,
|
| 14 |
+
inputs=gr.Textbox(lines=3, placeholder="Ask me anything..."),
|
| 15 |
+
outputs=gr.Textbox(label="Chatbot Response"),
|
| 16 |
+
title="Pythia-410m Chatbot",
|
| 17 |
+
description="An AI-powered chatbot using the Pythia-410m model fine-tuned by AventIQ.",
|
| 18 |
+
)
|
| 19 |
+
|
| 20 |
+
# Launch the app
|
| 21 |
+
if __name__ == "__main__":
|
| 22 |
+
iface.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
torch
|
| 2 |
+
transformers
|
| 3 |
+
sentencepiece
|
| 4 |
+
gradio
|