Genitus_0.1 / app.py
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import gradio as gr
from transformers import DistilGPT2Tokenizer, DistilGPT2LMHeadModel
tokenizer = DistilGPT2Tokenizer.from_pretrained("distilgpt2")
model = DistilGPT2LMHeadModel.from_pretrained("distilgpt2")
def generate_response(prompt):
inputs = tokenizer.encode(prompt, return_tensors="pt")
outputs = model.generate(inputs, max_length=50, num_return_sequences=1)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
return response
iface = gr.Interface(
fn=generate_response,
inputs="text",
outputs="text",
title="DistilGPT-2 Chatbot",
description="A chatbot powered by DistilGPT-2."
)
iface.launch()