Jasoorhakimi commited on
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5bd1001
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1 Parent(s): 317bd67

Create app.py

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  1. app.py +21 -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 = "Jasoorhakimi/milad-farsi-gpt2"
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+
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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(input_text, history=[]):
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+ inputs = tokenizer.encode(input_text + 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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+ reply = tokenizer.decode(outputs[:, inputs.shape[-1]:][0], skip_special_tokens=True)
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+ return reply
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+
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+ iface = gr.Interface(fn=chat,
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+ inputs=gr.Textbox(lines=2, placeholder="پیام خود را وارد کنید..."),
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+ outputs="text",
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+ title="چت‌بات فارسی با GPT-2")
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+
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+ iface.launch()