Quick Tip
Last week my connection dropped at 91% of a 4.2 GB model weights file. wget started over. I lost 40 minutes and some of my composure.
aria2c would have resumed from byte 3,815,000,000. One command:
aria2c -c -x 8 -s 8 https://huggingface.co/qwen/Qwen2.5-7B/resolve/main/model.safetensors
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-c— continue from the partial file (even after a reboot, as long as the.aria2control file is there) -
-x 8 -s 8— 8 parallel connections per server, which took my actual download from 2.1 MB/s to 11.4 MB/s on the same pipe
Works for Hugging Face model files, ISO images, datasets — anything over plain HTTP(S). Install: apt install aria2 / brew install aria2. Free, open source, 24K stars.
I pasted my broken wget command into MonkeyCode (free tier: https://ly.cyberserval.tech/iIETXiF) and asked "make this resumable" — it rewrote it as the aria2c one-liner and flagged that Hugging Face caps per-connection speed, which is exactly why -x 8 matters.
What's the worst "download restarted from zero" story you've got?
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