VinebotNew / app.py
exzort's picture
Update app.py
a195312 verified
Raw
History Blame Contribute Delete
859 Bytes
import gradio as gr
from transformers import AutoTokenizer, AutoModelForCausalLM
model_id = "exzort/VineBot"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id)
def chatbot(message):
prompt = f"Q: {message}\nA:"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=200, pad_token_id=tokenizer.eos_token_id)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
# remove the prompt part so only the answer remains
if "A:" in response:
response = response.split("A:")[-1].strip()
return response
demo = gr.Interface(
fn=chatbot,
inputs="text",
outputs="text",
title="VineBot Chat",
description="Ask me anything about the ministry manual!"
)
if __name__ == "__main__":
demo.launch()