rezavarasteh5653232323 commited on
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1 Parent(s): 99fa10b

Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import torch
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+
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+ model_name = "HooshvareLab/gpt2-fa" # مدل GPT فارسی
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ def chat_fn(message, history=[]):
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+ inputs = tokenizer.encode(message + tokenizer.eos_token, return_tensors="pt")
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+ outputs = model.generate(inputs, max_length=100, pad_token_id=tokenizer.eos_token_id)
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+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return response
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+
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+ gr.ChatInterface(chat_fn, title="دستیار فارسی HBS").launch()