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@padeoe
padeoe / README_hfd.md
Last active November 18, 2024 21:09
CLI-Tool for download Huggingface models and datasets with aria2/wget+git

🤗Huggingface Model Downloader

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 smartly utilizes wget or aria2 for LFS files and git clone for the rest.

Features

  • ⏯️ Resume from breakpoint: You can re-run it or Ctrl+C anytime.
  • 🚀 Multi-threaded Download: Utilize multiple threads to speed up the download process.
  • 🚫 File Exclusion: Use --exclude or --include to skip or specify files, save time for models with duplicate formats (e.g., *.bin or *.safetensors).
  • 🔐 Auth Support: For gated models that require Huggingface login, use --hf_username and --hf_token to authenticate.
  • 🪞 Mirror Site Support: Set up with HF_ENDPOINT environment variable.
@hanxiao
hanxiao / testRegex.js
Last active November 18, 2024 06:50
Regex for chunking by using all semantic cues
// Updated: Aug. 20, 2024
// Run: node testRegex.js whatever.txt
// Live demo: https://jina.ai/tokenizer
// LICENSE: Apache-2.0 (https://www.apache.org/licenses/LICENSE-2.0)
// COPYRIGHT: Jina AI
const fs = require('fs');
const util = require('util');
// Define variables for magic numbers
const MAX_HEADING_LENGTH = 7;