StevenChen16 commited on
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ba9fb68
1 Parent(s): 4186089

Create app.py

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  1. app.py +26 -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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+
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+ # 加载模型和tokenizer
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+ model_name = "StevenChen16/llama3-8b-Lawyer"
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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 generate_response(input_text):
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+ inputs = tokenizer(input_text, return_tensors="pt")
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+ outputs = model.generate(**inputs)
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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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+ # 创建 Gradio 接口
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+ iface = gr.Interface(
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+ fn=generate_response,
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+ inputs="text",
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+ outputs="text",
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+ title="Legal Assistant",
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+ description="Enter your legal question and get a response from the model.",
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+ )
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+
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+ # 运行应用
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+ if __name__ == "__main__":
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+ iface.launch()