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from transformers import AutoTokenizer, AutoModelForCausalLM
import gradio as gr
tokenizer = AutoTokenizer.from_pretrained("ahmadmac/Pretrained-GPT2")
model = AutoModelForCausalLM.from_pretrained("ahmadmac/Pretrained-GPT2")
def generate_text(prompt):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=50)
generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
return generated_text
iface = gr.Interface(
fn=generate_text,
inputs="text",
outputs="text",
title="GPT-2 Text Generator",
description="Enter a prompt to generate text using GPT-2"
)
iface.launch()
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