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Browse files- app.py +5 -0
- requirements.txt +2 -0
- tool.py +20 -0
app.py
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from smolagents import launch_gradio_demo
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from tool import HFModelDownloadsTool
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tool = HFModelDownloadsTool()
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launch_gradio_demo(tool)
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requirements.txt
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huggingface_hub
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smolagents
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tool.py
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from typing import Any, Optional
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from smolagents.tools import Tool
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import huggingface_hub
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class HFModelDownloadsTool(Tool):
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name = "model_download_counter"
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description = """
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这是一个工具,它会在Hugging Face Hub上返回特定任务的下载量最高的模型。
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它返回的是检查点的名称。"""
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inputs = {'task': {'type': 'string', 'description': '任务类别(如文本分类、深度估计等)'}}
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output_type = "string"
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def forward(self, task: str):
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from huggingface_hub import list_models
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model = next(iter(list_models(filter=task, sort="downloads", direction=-1)))
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return model.id
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def __init__(self, *args, **kwargs):
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self.is_initialized = False
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