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import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
model_name = "HooshvareLab/gpt2-fa"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
def generate_fa(prompt):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=100)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
demo = gr.Interface(
fn=generate_fa,
inputs="text",
outputs="text",
title="تولید متن فارسی",
description="یک متن کوتاه فارسی بنویسید و مدل ادامه میدهد"
)
demo.launch()
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