yonikremer
commited on
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Parent(s):
bb33aa7
deleted download_repo.py
Browse files- download_repo.py +0 -45
download_repo.py
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import urllib3
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from huggingface_hub import snapshot_download
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from available_models import AVAILABLE_MODELS
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def change_default_timeout(new_timeout: int) -> None:
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"""
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Changes the default timeout for downloading repositories from the Hugging Face Hub.
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Prevents the following errors:
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urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='huggingface.co', port=443):
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Read timed out. (read timeout=10)
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"""
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urllib3.util.timeout.DEFAULT_TIMEOUT = new_timeout
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def download_pytorch_model(name: str) -> None:
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"""
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Downloads a pytorch model and all the small files from the model's repository.
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Other model formats (tensorflow, tflite, safetensors, msgpack, ot...) are not downloaded.
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"""
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number_of_seconds_in_a_year: int = 60 * 60 * 24 * 365
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change_default_timeout(number_of_seconds_in_a_year)
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snapshot_download(
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repo_id=name,
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etag_timeout=number_of_seconds_in_a_year,
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resume_download=True,
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repo_type="model",
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library_name="pt",
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# h5, tflite, safetensors, msgpack and ot models files are not needed
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ignore_patterns=[
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"*.h5",
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"*.tflite",
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"*.safetensors",
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"*.msgpack",
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"*.ot",
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"*.md"
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],
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)
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if __name__ == "__main__":
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for model_name in AVAILABLE_MODELS:
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download_pytorch_model(model_name)
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