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## README_hfd.md

      
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                CLI-Tool for download Huggingface models and datasets with aria2/wget: hfd
              
          
    🤗Huggingface Model Downloader

Note
(2025-01-08) Add feature for 🏷️Tag(Revision) Selection, contributed by @Bamboo-D.

(2024-12-17) Add feature for ⚡Quick Startup and ⏭️Fast Resume, enabling skipping of downloaded files, while removing the git clone dependency to accelerate file list retrieval.

Considering the lack of multi-threaded download support in the official huggingface-cli, and the inadequate error handling in hf_transfer, This command-line tool leverages curl and aria2c for fast and robust downloading of models and datasets.
Features


⏯️ Resume from breakpoint: You can re-run it or Ctrl+C anytime.


## asyncio_loop_in_thread.py
"""
This gist shows how to run asyncio loop in a separate thread.
It could be useful if you want to mix sync and async code together.
Python 3.7+
"""
import asyncio
from datetime import datetime
from threading import Thread
from typing import Tuple, List, Iterable
	"""
	This gist shows how to run asyncio loop in a separate thread.
	It could be useful if you want to mix sync and async code together.
	Python 3.7+
	"""
	import asyncio
	from datetime import datetime
	from threading import Thread
	from typing import Tuple, List, Iterable