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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;

Environment variables. To loop through a set of text files so you can edit each one, in turn, use this statement in your batch file:@ECHO OFFFOR %%F IN (*.TXT) DO EDIT %%FNote that the iteration variable is specified with only one percent sign (%) if you run this loop at the command line, without a batch file:C:\> FOR %F IN (*.TXT) DO EDIT %FCommand-line processingFreeDOS provides a simple method to evaluate any command-line options the user might have provided when running batch files. FreeDOS parses the command line, and stores the first nine batch file options in the special variables %1, %2, .. and so on until %9. Notice that the eleventh option (and beyond) are not directly accessible in this way. (The special variable %0 stores the name of the batch file.)If your batch file needs to process more than nine options, you can use the SHIFT statement to remove the first option and shift every option down by one value. So the second option becomes %1, and the tenth option becomes %9.Most batch files need to shift by one value. But if you need to shift by some other increment, you can provide that parameter to the SHIFT statement, such as:SHIFT 2Here's a simple batch file that demonstrates shifting by one:@ECHO OFFECHO %1 %2 %3 %4 %5 %6 %7 %8 %9ECHO Shift by one ..SHIFT 1ECHO %1 %2 %3 %4 %5 %6 %7 %8 %9Executing this batch file with ten arguments shows how the SHIFT statement reorders the command line options, so the batch file can now access the tenth argument as %9:C:\SRC>args 1 2 3 4 5 6 7 8 9 101 2 3 4 5 6 7 8 9Shift by one ..2 3 4 5 6 7 8 9 10C:\SRC> This work is licensed under a

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