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Revision of a modelhfd bartowski/Phi-3.5-mini-instruct-exl2 --revision 5_0Multi-threading and Parallel DownloadsThe script supports two types of parallelism when using aria2c:Threads per File (-x): Controls connections per file, usage: hfd gpt2 -x 8, recommended: 4-8, default: 4 threads.Concurrent Files (-j): Controls simultaneous file downloads, usage: hfd gpt2 -j 3, recommended: 3-8, default: 5 files.Combined usage:hfd gpt2 -x 8 -j 3 # 8 threads per file, 3 files at once This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters Show hidden characters #!/usr/bin/env bash # Color definitions RED='\033[0;31m'; GREEN='\033[0;32m'; YELLOW='\033[1;33m'; NC='\033[0m' # No Color trap 'printf "${YELLOW}\nDownload interrupted. You can resume by re-running the command.\n${NC}"; exit 1' INT display_help() { cat EOF Usage: hfd [--include include_pattern1 include_pattern2 ...] [--exclude exclude_pattern1 exclude_pattern2 ...] [--hf_username username] [--hf_token token] [--tool aria2c|wget] [-x threads] [-j jobs] [--dataset] [--local-dir path] [--revision rev] Description: Downloads a model or dataset from Hugging Face using the provided repo ID. Arguments: REPO_ID The Hugging Face repo ID (Required) Format: 'org_name/repo_name' or legacy format (e.g., gpt2) Options: include/exclude_pattern The patterns to match against file path, supports wildcard characters. e.g., '--exclude *.safetensor *.md', '--include vae/*'. --include (Optional) Patterns to include files for downloading (supports multiple patterns). --exclude (Optional) Patterns to exclude files from downloading (supports multiple patterns). --hf_username (Optional) Hugging Face username for authentication (not email). --hf_token (Optional) Hugging Face token for authentication. --tool (Optional) Download tool to use: aria2c (default) or wget. -x (Optional) Number of download threads for aria2c (default: 4). -j (Optional) Number of concurrent downloads for aria2c (default: 5). --dataset (Optional) Flag to indicate downloading a dataset. --local-dir (Optional) Directory path to store the downloaded data. Defaults to the current directory with a subdirectory named 'repo_name' if REPO_ID is is composed of 'org_name/repo_name'. --revision (Optional) Model/Dataset revision to download (default: main). Example: hfd gpt2 hfd bigscience/bloom-560m --exclude *.safetensors hfd meta-llama/Llama-2-7b --hf_username myuser --hf_token mytoken -x 4 hfd lavita/medical-qa-shared-task-v1-toy --dataset hfd bartowski/Phi-3.5-mini-instruct-exl2 --revision 5_0 EOF exit 1 } [[ -z "$1" || "$1" =~ ^-h || "$1" =~ ^--help ]] && display_help REPO_ID=$1 shift # Default values TOOL="aria2c" THREADS=4 CONCURRENT=5 HF_ENDPOINT=${HF_ENDPOINT:-" INCLUDE_PATTERNS=() EXCLUDE_PATTERNS=() REVISION="main" validate_number() { [[ "$2" =~ ^[1-9][0-9]*$ && "$2" -le "$3" ]] || { printf "${RED}[Error] $1 must be 1-$3${NC}\n"; exit 1; } } # Argument parsing while [[ $# -gt 0 ]]; do case $1 in --include) shift; while [[ $# -gt 0 && ! ($1 =~ ^--) && ! ($1 =~ ^-[^-]) ]]; do INCLUDE_PATTERNS+=("$1"); shift; done ;; --exclude) shift; while [[ $# -gt 0 && ! ($1 =~ ^--) && ! ($1 =~ ^-[^-]) ]]; do EXCLUDE_PATTERNS+=("$1"); shift;

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