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# ⚠️ TODO: This needs to be benched but I'm too bad at this!
export NUMEXPR_MAX_THREADS=24
export VECLIB_MAXIMUM_THREADS=24
export MKL_NUM_THREADS=24
export OMP_NUM_THREADS=24
display_git_help() {
echo "Git"
echo "---"
echo "ga: \`git add . && git commit -avs --verbose && git push\`"
echo "gc: \`git commit -avs --verbose\`"
echo "gcs: \`git clone --recurse-submodules\`"
echo "grh: \`git reset --hard\`"
echo "wd: \`git diff --word-diff-regex='[^,]+' --patience\`"
echo "gs: \`git status\`"
echo "gcx: \`git clean -fxd\`"
}
display_git_help
export CLICOLOR=126
alias gc="git commit -avs --verbose"
alias dir="dir --color=always"
alias ll="ls -lah --color=always"
alias ezc="nvim ~/.zshrc && source ~/.zshrc"
# This function, rejiggle_captions, takes two arguments: a tag and a directory.
# It searches for all .txt files in the specified directory and its subdirectories.
# If a file contains the specified tag, the function removes the tag from its original position
# and prepends it to the beginning of the file.
# Usage: rejiggle_captions <tag> <directory>
rejiggle_captions() {
local tag="$1"
local dir="$2"
if [[ -z "$tag" || -z "$dir" ]]; then
echo "Usage: rejiggle_captions <tag> <directory>"
return 1
fi
find "$dir" -type f -name "*.txt" | while read -r file; do
if grep -q "$tag" "$file"; then
sed -i "s/$tag//g" "$file"
sed -i "1s/^/$tag, /" "$file"
fi
done
}
# This function, `update_conda`, automates the process of upgrading all packages in every conda environment.
# It performs the following steps:
# 1. Retrieves the list of all conda environments using `conda env list` and extracts their names.
# 2. Iterates through each environment name.
# 3. Activates each environment using `conda activate`.
# 4. Upgrades all packages in the activated environment using `conda upgrade --all -y`.
# 5. Deactivates the environment using `conda deactivate`.
# 6. Prints a message indicating that all environments have been upgraded.
#
# Note: This script assumes that the user has the necessary permissions to activate and deactivate conda environments.
# It also assumes that `conda` is installed and properly configured in the user's PATH.
#
# Usage:
# Simply call the `update_conda` function in your shell to upgrade all packages in all conda environments.
update_conda() {
# Get the list of all conda environments
envs=$(conda env list | awk '{print $1}' | tail -n +4)
# Loop through each environment and run conda upgrade --all
for env in $envs; do
echo "Activating environment: $env"
source activate $env
echo "Upgrading all packages in environment: $env"
conda upgrade --all -y
conda deactivate
done
echo "All environments have been upgraded."
}
export LANG=ja_JP.UTF-8
export LC_ALL=ja_JP.UTF-8
list_word_freqs() {
local target_dir=$1
if [[ -z "$target_dir" ]]; then
echo "Usage: list_word_freqs <target_directory>"
return 1
fi
# Combine all text files into one
local combined_file=$(mktemp)
cat "$target_dir"/*.txt > "$combined_file"
# List the most frequent words, ignoring specific words
awk '
BEGIN {
ignore["a"]
ignore["the"]
ignore["and"]
ignore["is"]
ignore["with"]
ignore["of"]
ignore["in"]
ignore["or"]
ignore["on"]
ignore["to"]
ignore["has"]
ignore["he"]
ignore["from"]
}
{
for (i = 1; i <= NF; i++) {
word = tolower($i)
gsub(/[^a-z]/, "", word)
if (length(word) > 0 && !(word in ignore)) {
freq[word]++
}
}
}
END {
for (word in freq) {
print freq[word], word
}
}
' "$combined_file" | sort -nr | head -n 40
# Clean up
rm "$combined_file"
}
sample_prompts() {
local target_directory="$1"
for file in "$target_directory"/*.txt; do
cat "$file"
echo -e "\n"
done
}
# replace_comma_with_keep_tags
# Description: This function replaces the specified occurrence of a comma with " |||" in all *.txt files
# in all subdirectories of a target directory or the current directory when no path is passed.
# Usage: replace_comma_with_keep_tags <occurrence_number> [target_directory]
# Parameters:
# - occurrence_number: The occurrence number of the comma to be replaced (e.g., 1 for the first occurrence).
# - target_directory (optional): The target directory to search for *.txt files. If not provided, the current directory is used.
# Example:
# replace_comma_with_keep_tags 2 /path/to/directory
# replace_comma_with_keep_tags 1
replace_comma_with_keep_tags() {
local occurrence_number=$1
local target_directory=${2:-.}
if [[ -z "$occurrence_number" ]]; then
echo "Error: occurrence_number is required."
return 1
fi
find "$target_directory" -type f -name "*.txt" | while read -r file; do
awk -v occurrence="$occurrence_number" '{
count = 0
for (i = 1; i <= NF; i++) {
if ($i ~ /,/) {
count++
if (count == occurrence) {
gsub(/,/, " |||", $i)
}
}
}
print
}' "$file" > tmpfile && mv tmpfile "$file"
done
}
display_custom_help() {
echo "----------------------------------------------------------------------------------------------------------------------"
printf "%s\n" "$(conda env list)"
echo "----------------------------------------------------------------------------------------------------------------------"
echo "LLMs"
echo "---"
echo "conda activate openwebui && PORT=6969 $HOME/source/repos/open-webui/backend/start.sh"
#echo "conda activate openwebui && open-webui serve --port 6969"
echo "ollama serve"
echo "----------------------------------------------------------------------------------------------------------------------"
echo "Taggers + Captioners"
echo "----------------------------------------------------------------------------------------------------------------------"
echo "gallery-dl --cookies-from-browser firefox https://x.com/whatever"
echo "JTP2"
echo "---"
echo "~/toolkit/jtp2 <dir>"
echo "Joy Captioner"
echo "---"
echo "~/source/repos/joy/joy <dir> --custom_prompt \"<prompt>\" --caption_type custom"
echo "Waifu Diffusion Tagger:"
echo "---"
echo "python ~/source/repos/wdv3-timm/wdv3_timm.py <dir> --model eva02"
echo "----------------------------------------------------------------------------------------------------------------------"
echo "Database Stuff"
echo "----------------------------------------------------------------------------------------------------------------------"
echo "Redis"
echo "---"
echo "~/db/redis-stable/src/redis-server : Start server."
echo "PostgreSQL"
echo "---"
echo "psql -d postgres -h /tmp : Connect using socket directory."
echo "Start server:"
echo "pg_ctl -D \$HOME/db/postgresql/data -l \$HOME/db/pgsql.log start"
# echo "Commands, Aliases, and Custom Functions:"
# echo "----------------------------------------------------------------------------------------------------------------------"
# echo "pie : \`pip install -e . --use-pep517\`"
# echo "gcs : \`git clone --recurse-submodules\`"
# echo "dust : A more intuitive version of du."
# echo "ranger : A vim inspired file manager."
# echo "htop : Interactive process viewer."
# echo "nvtop : Interactive GPU process viewer."
# echo "nvitop : An even more interactive GPU process viewer."
# echo "nvim : Alias for vim."
# echo "rt : Edit tmux config and reload it."
# echo "zr : Edit zsh config and reload it."
# echo "ta : Attach to tmux session."
# echo "ga : Git add, commit, and push."
# echo "gs : Git status."
# echo "wd : Word diff in git."
# echo "grabber : Alias for Grabber-cli."
# echo "ls : Alias for 'ls --color=always'."
# echo "----------------------------------------------------------------------------------------------------------------------"
echo "- 🐺 TOOLS -"
echo "----------------------------------------------------------------------------------------------------------------------"
echo "nv : Returns the cuda version number."
echo "remove_repetition : Removes repetition in txt files in a target directory."
echo "copy_sample_prompts : Copies ./sample-prompt.txt file from the current dir to datasets/furry."
echo "remove_number_prefix : Removes all numbers prefixed by a _ from the end of every file."
echo "count_captions : Counts *.caption and *.txt files in each subdirectory."
echo "count_captions_per_folder : Counts *.caption and *.txt files in each subdirectory individually."
echo "llama : Runs Meta-Llama-3-8B-Instruct on port 6969."
echo "copy_matching_caption_files : Copies matching .caption files for <dir> to the current directory."
echo "c : Change to ComfyUI directory and start the server."
echo "t : Start TensorBoard with logs directory."
echo "png2mp4 : Convert PNG sequence to MP4 video."
echo "seed <file> : Display the seed from a safetensors file."
echo "swch <branch> : Clean repo and switch to specified git branch."
echo "convert_to_jxl <directory> : Convert JPG, JPEG, and PNG files to JXL in the specified directory."
echo "convert_pxl_to_png <directory> : Convert PXL files to PNG in the specified directory."
echo "replace_text_in_files [dir] <src> <replace> : Perform text replacement on *.txt files in a target directory."
echo "update_dir [directory] : Update git repositories in subdirectories."
echo "inject_to_captions [dir] \"txt\" : Add prefix to the beginning of each text file in a directory."
echo "chop_lora <input_file> : Generate multiple versions of a Lora file with different presets."
echo "----------------------------------------------------------------------------------------------------------------------"
}
export RUST_BACKTRACE=1
# This function `nv` retrieves the version of the NVIDIA CUDA Compiler (nvcc) installed on the system.
# It extracts the version number from the `nvcc --version` command output.
# The version number is then formatted by removing the dot (e.g., 12.6 becomes 126).
# Finally, the function returns the formatted version number.
nv() {
# Get the nvcc version output
local nvcc_output=$(nvcc --version)
# Extract the version number (12.6)
local version=$(echo "$nvcc_output" | grep -oP 'release \K[0-9]+\.[0-9]+')
# Remove the dot to get 126
local result=$(echo "$version" | tr -d '.')
# Print the result
echo $result
}
export BNB_CUDA_VERSION=126
# Function to remove consecutive repeated words in text files within a directory
remove_repetition() {
local dir=$1 # The directory to search for text files
# Find all .txt files in the specified directory and process each file
find "$dir" -type f -name "*.txt" | while read -r file; do
# Use awk to process each line of the file
awk
{
n = split($0, words, " ") # Split the line into words
for (i = n; i > 1; i--) { # Iterate from the last word to the second word
if (words[i] != words[i-1]) break # Stop if the current word is not equal to the previous word
}
for (j = 1; j <= i; j++) { # Print the words up to the point where repetition ends
printf "%s%s", words[j], (j == i ? ORS : OFS) # Print the word followed by a space or newline
}
}
# Save the processed content to a temporary file and replace the original file
"$file" > "${file}.tmp" && mv "${file}.tmp" "$file"
done
}
# This alias 'pie' is a shortcut for installing a Python package in editable mode
# using the pip command with the --use-pep517 option.
alias pie='pip install -e . --use-pep517'
export DOTNET_CLI_TELEMETRY_OPTOUT=1
# Organizes a sample prompt file from the current directory to datasets/furry.
# It moves the file named sample-prompts.txt to either
# ~/datasets/furry/sample_prompts/pony or ~/datasets/furry/sample_prompts/compass based on the content.
# If the file contains the regexp 'score_*', it is moved to ~/datasets/furry/sample_prompts/pony.
# Otherwise, it is moved to ~/datasets/furry/sample_prompts/compass.
# The -v option is used with cp to provide verbose output.
copy_sample_prompts() {
file="./sample-prompts.txt"
if grep -q 'score_*' "$file"; then
cp -v "$file" ~/datasets/furry/sample_prompts/pony/
else
cp -v "$file" ~/datasets/furry/sample_prompts/compass/
fi
echo "File has been organized."
}
# Removes all numbers prefixed by a _ from the end of every file before the file extension
remove_number_prefix() {
# Loop through all files in the current directory and its subdirectories
for file in **/*_[0-9]*.*; do
# Get the new file name by removing '_number' before the file extension
new_file="${file%_[0-9]*.*}.${file##*.}"
# Rename the file
mv "$file" "$new_file"
done
}
# Counts all *.caption and *.txt files in all subdirectories.
count_captions() {
caption_count=$(find . -type f -name "*.caption" | wc -l)
txt_count=$(find . -type f -name "*.txt" | wc -l)
echo "*.caption files: $caption_count"
echo "*.txt files: $txt_count"
}
# Counts *.caption and *.txt files in each subdirectory individually.
count_captions_per_folder() {
for dir in */; do
echo "Directory: $dir"
echo -n "*.caption files: "
find "$dir" -type f -name "*.caption" | wc -l
echo -n "*.txt files: "
find "$dir" -type f -name "*.txt" | wc -l
done
}
# open-webui
oui() {
conda activate openwebui
open-webui serve --port 6969
}
llama() {
~/models/Meta-Llama-3-8B-Instruct.Q5_K_M.llamafile -cb -np 4 -a llama-3-8b --embedding --port 11434
}
# Function to copy matching .caption files
copy_matching_caption_files() {
# Define the target directory
TARGET_DIR="$1"
# Loop through each image file in the current directory
for image_file in *.(jpg|jpeg|png|gif|bmp|tiff|webp|jxl); do
# Check if the file exists (to handle cases where no files match the pattern)
if [[ -f "$image_file" ]]; then
# Extract the base name (without extension)
base_name="${image_file%.*}"
# Define the corresponding .caption file in the target directory
caption_file="$TARGET_DIR/$base_name.caption"
# Check if the .caption file exists
if [[ -f "$caption_file" ]]; then
# Copy the .caption file to the current directory
cp "$caption_file" .
echo "Copied $caption_file to the current directory."
else
echo "No matching .caption file for $image_file."
fi
fi
done
}
# This script performs a text replacement operation in all .txt files within a specified directory.
# It takes three arguments:
# 1. target_dir: The directory containing the .txt files where the text replacement will occur.
# 2. search_text: The text string that needs to be replaced.
# 3. replace_text: The text string that will replace the search_text.
#
# The script uses a for loop to iterate through all .txt files in the target directory.
# It utilizes the 'sed' command to perform an in-place replacement of the search_text with the replace_text in each file.
# After processing all files, it prints a message indicating the completion of the text replacement operation.
# Example usage:
# replace_text_in_files "/path/to/directory" "squishy (artist)" "by squishy (artist)"
replace_text_in_files() {
local target_dir=$1
local search_text=$2
local replace_text=$3
# Loop through all .txt files in the target directory
for file in "$target_dir"/*.txt; do
# Use sed to replace the text
sed -i "s/$search_text/$replace_text/g" "$file"
done
echo "Text replacement complete in $target_dir!"
}
# This script adds a specified prefix to the beginning of each text file in a given directory.
# If the prefix already exists in the text file, it moves the prefix to the front of the text file without leaving extra commas or spaces.
# Usage: inject_to_captions <directory> <prefix>
# Arguments:
# <directory> - The directory containing the text files to be modified.
# <prefix> - The prefix to be added to the beginning of each text file.
# The script checks if the specified directory exists and iterates over each text file in the directory.
# For each text file, it creates a temporary file with the modified content and then replaces the original file with the temporary file.
# If the directory does not exist, it prints an error message.
inject_to_captions() {
local dir="$1"
local prefix="$2"
if [[ -d "$dir" ]]; then
for file in "$dir"/*.txt; do
if [[ -f "$file" ]]; then
if grep -q "$prefix" "$file"; then
# Move the existing prefix to the front of the text file without leaving extra commas or spaces
local temp_file=$(mktemp)
sed "s/$prefix//" "$file" | sed "1s/^/${prefix}, /" | sed 's/^, //' | sed 's/,,/,/g' | sed 's/, ,/,/g' | sed 's/ ,/,/g' > "$temp_file"
mv "$temp_file" "$file"
echo "Moved '${prefix}' to the front of $file"
else
# Use a temporary file to store the modified content
local temp_file=$(mktemp)
echo "${prefix}, $(cat "$file")" | sed 's/,,/,/g' | sed 's/, ,/,/g' | sed 's/ ,/,/g' > "$temp_file"
mv "$temp_file" "$file"
echo "Added '${prefix}, ' to the front of $file"
fi
fi
done
else
echo "Directory $dir does not exist."
fi
}
# Function to update git repositories in subdirectories
update_dir() {
local target_dir="${1:-.}"
# Check if there are any subdirectories
if [[ -n "$(find "$target_dir" -mindepth 1 -maxdepth 1 -type d)" ]]; then
for dir in "$target_dir"/*/; do
if [[ -d "$dir" ]]; then
(
cd "$dir" || return
# If the directory is a git repository, pull the latest changes
if [[ -d ".git" ]]; then
echo "Updating $(pwd)"
git pull
fi
)
fi
done
fi
}
export TOKENIZERS_PARALLELISM=false
alias grabber="Grabber-cli"
#export force_color_prompt=yes
chop_lora() {
local input_file="$1"
local base_name="${input_file:r}" # Remove extension
# Define presets and their corresponding vector strings
declare -A presets=(
["ringdingding"] = "1,0,0,0,0,0,0,0,1,0,0,1,1,1,1,0,0,0,0,0,0"
["squeaker"] = "1,0,0,0,0,0,0,0,1,0,0,0,1,1,1,0,0,0,0,0,0"
["heavylifter"] = "1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0"
["style1"] = "1,0,0,0,1,1,0,1,1,0,0,0,1,1,1,1,1,1,0,0,0"
["style2"] = "1,0,0,0,0,0,0,1,1,0,0,0,1,1,1,1,1,1,0,0,0"
["beeg"] = "1,0,0,0,1,1,0,1,1,0,1,0,1,1,1,0,0,0,0,0,0"
["all"] = "1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1"
["allin"] = "1,1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0"
["allmid"] = "1,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0"
["al"lout"] = "1,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1"
)
for preset in ${(k)presets}; do
local output_file="${base_name}-${preset}.safetensors"
local vector_string="${presets[$preset]}"
echo "Generating $output_file"
python ~/source/repos/resize_lora/chop_blocks.py "$input_file" "$vector_string" -o "$output_file"
done
}
swch() {
if [ -z "$1" ]; then
echo "Please provide a branch name."
return 1
fi
branchname=$1
git clean -fxd && git pull && git checkout $branchname
}
export COMFYUI_PATH="$HOME/ComfyUI"
export ZSH="$HOME/.oh-my-zsh"
ZSH_THEME="kade"
# CASE_SENSITIVE="true"
# HYPHEN_INSENSITIVE="true"
# DISABLE_MAGIC_FUNCTIONS="true"
# DISABLE_LS_COLORS="true"
# DISABLE_AUTO_TITLE="true"
# ENABLE_CORRECTION="true"
# COMPLETION_WAITING_DOTS="true"
# DISABLE_UNTRACKED_FILES_DIRTY="true"
plugins=(git autojump conda-env)
extract_iframes() {
# Assign input arguments
input_file="$1"
scene_change_fraction="${2:-0.1}"
# Get the base filename without extension
base_name=$(basename "$input_file" .webm)
# Run ffmpeg command
/usr/bin/ffmpeg -i "$input_file" -f image2 -vf "select=eq(pict_type\,PICT_TYPE_I)*gt(scene\,$scene_change_fraction),showinfo" -fps_mode vfr "${base_name}-%06d.png"
}
convert_to_jxl() {
local target_directory="$1"
# Ensure the target directory exists
if [[ ! -d "$target_directory" ]]; then
echo "The specified directory does not exist: $target_directory" >&2
return 1
fi
# Find all JPG, JPEG, and PNG files in the target directory and all subdirectories
find "$target_directory" \( -name "*.jpg" -o -name "*.jpeg" -o -name "*.png" \) -type f | while read -r file; do
input_path="$file"
output_path="${file%.*}.jxl"
# Convert to JXL using ImageMagick
if magick convert "$input_path" "$output_path"; then
echo "Converted: $input_path -> $output_path"
else
echo "Failed to convert $input_path" >&2
fi
done
echo "Conversion complete."
}
convert_pxl_to_png() {
local target_directory="$1"
# Ensure the target directory exists
if [[ ! -d "$target_directory" ]]; then
echo "The specified directory does not exist: $target_directory" >&2
return 1
fi
# Find all PXL files in the target directory and all subdirectories
find "$target_directory" -type f -name "*.pxl" | while read -r file; do
input_path="$file"
output_path="${file%.pxl}.png"
# Convert PXL to PNG using ImageMagick
if magick convert "$input_path" "$output_path"; then
echo "Converted: $input_path -> $output_path"
else
echo "Failed to convert $input_path" >&2
fi
done
echo "Conversion complete."
}
seed() {
local filePath="$1"
python3 -c "
import safetensors, json
filePath = '$filePath'
print(json.loads(safetensors.safe_open(filePath, 'np').metadata().get('ss_seed', 'Not found')))
}
png2mp4() {
ffmpeg -framerate 8 -pattern_type glob -i '*.png' -vf scale=512x512 -crf 28 \
-c:v libx264 -pix_fmt yuv420p out.mp4
}
source $ZSH/oh-my-zsh.sh
export PATH=$PATH:$HOME/source/repos/dataset-tools/target/x86_64-unknown-linux-gnu/release:$HOME/.cargo/bin:$HOME/miniconda3/bin:$HOME/toolkit:$HOME/db/redis-stable/src:$HOME/db/postgresql/bin:$HOME/.local/bin:/opt/cuda/bin
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$CONDA_PREFIX/lib:/opt/cuda/targets/x86_64-linux/lib
export COMFYUI_MODEL_PATH=/home/kade/ComfyUI/models
c_old() {
cd ~/ComfyUI &&
python3.12 main.py --listen 0.0.0.0 --preview-method taesd --use-pytorch-cross-attention --disable-xformers --fast
}
c() {
cd ~/ComfyUI &&
conda activate comfyui
python main.py --listen 0.0.0.0 --preview-method taesd --use-pytorch-cross-attention --disable-xformers --front-end-version Comfy-Org/ComfyUI_frontend@latest --fast
}
alias cp='cp --reflink=auto'
alias t="tensorboard --logdir=$HOME/output_dir/logs"
alias rt="vim ~/.tmux.conf && echo \"Reloading tmux config\" && tmux source ~/.tmux.conf"
alias zr="vim ~/.zshrc && echo \"Reloading zsh config\" && source ~/.zshrc"
alias ta="tmux att"
alias ga="git add . && git commit -avs && git push"
alias gs="git status"
alias wd="git diff --word-diff-regex='[^,]+' --patience"
alias vim="nvim"
alias vi="nvim"
alias v="nvim"
alias grh='git reset --hard'
alias gcs='git clone --recurse-submodules'
source /home/kade/.config/broot/launcher/bash/br
[ -f ~/.fzf.zsh ] && source ~/.fzf.zsh
alias ls='ls --color=always'
# >>> conda initialize >>>
# !! Contents within this block are managed by 'conda init' !!
__conda_setup="$('/home/kade/miniconda3/bin/conda' 'shell.zsh' 'hook' 2> /dev/null)"
if [ $? -eq 0 ]; then
eval "$__conda_setup"
else
if [ -f "/home/kade/miniconda3/etc/profile.d/conda.sh" ]; then
. "/home/kade/miniconda3/etc/profile.d/conda.sh"
else
export PATH="/home/kade/miniconda3/bin:$PATH"
fi
fi
unset __conda_setup
# <<< conda initialize <<<
unset CONDA_CHANGEPS1
conda_prompt_info() {
if [[ -n "$CONDA_DEFAULT_ENV" ]]; then
echo "(${CONDA_DEFAULT_ENV})"
fi
}
display_custom_help
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