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StevenChen16
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ba9fb68
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Parent(s):
4186089
Create app.py
Browse files
app.py
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer
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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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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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# 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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# 运行应用
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if __name__ == "__main__":
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iface.launch()
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