Files
ai-toolkit/run_mac.zsh
Jaret Burkett 171535833a Add Mac OS support for Apple Silicon (#770)
* Made an install script and auto updates env for mac

* GPU sensors and initial training working for MAC. Still WIP.

* Switch dataloader to single threaded until I can work around some mac pickeling issues.

* Get quantization working on mac

* Fix mac exclusive imports so they don't break other builds.

* Add mac instructions to the UI
2026-03-30 09:37:47 -06:00

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#!/usr/bin/env zsh
# Update-and-run script for macOS — portable Python 3.12 + PyTorch
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
# ── Banner ─────────────────────────────────────────────────────────
echo ""
echo "\033[36m"
cat << 'BANNER'
_ ___ _____ _ _ _ _
/ \ |_ _| |_ _| ___ ___ | || | __(_)| |_
/ _ \ | | | | / _ \ / _ \| || |/ /| || __|
/ ___ \ | | | | | (_) || (_) | || < | || |_
/_/ \_\|___| |_| \___/ \___/|_||_|\_\|_| \__|
BANNER
echo "\033[0m"
echo "\033[90m macOS Setup & Launcher\033[0m"
echo ""
VENV_DIR="$SCRIPT_DIR/.venv"
PIP="$VENV_DIR/bin/pip"
PYTHON="$VENV_DIR/bin/python3"
PYTHON_VERSION="3.12.8"
RELEASE_TAG="20241219"
# --- Package versions (update these as needed) ---
NODE_VERSION="23.11.1"
TORCH_VERSION="2.11.0"
TORCHVISION_VERSION="0.26.0"
TORCHAUDIO_VERSION="2.11.0"
# Detect architecture
ARCH="$(uname -m)"
if [[ "$ARCH" == "arm64" ]]; then
PLATFORM="aarch64-apple-darwin"
elif [[ "$ARCH" == "x86_64" ]]; then
PLATFORM="x86_64-apple-darwin"
else
echo "Error: Unsupported architecture: $ARCH"
exit 1
fi
# ── 1. Download standalone Python if needed ─────────────────────────
PYTHON_DIR="$SCRIPT_DIR/.python"
PYTHON_BIN="$PYTHON_DIR/bin/python3"
if [[ ! -x "$PYTHON_BIN" ]]; then
TARBALL="cpython-${PYTHON_VERSION}+${RELEASE_TAG}-${PLATFORM}-install_only.tar.gz"
URL="https://github.com/indygreg/python-build-standalone/releases/download/${RELEASE_TAG}/${TARBALL}"
TMPDIR_DL="$(mktemp -d)"
trap 'rm -rf "$TMPDIR_DL"' EXIT
echo "Downloading standalone Python ${PYTHON_VERSION} (${PLATFORM})..."
curl -fSL --progress-bar -o "$TMPDIR_DL/$TARBALL" "$URL"
echo "Extracting..."
tar -xzf "$TMPDIR_DL/$TARBALL" -C "$TMPDIR_DL"
# Move to permanent location (the archive extracts to a "python" folder)
rm -rf "$PYTHON_DIR"
mv "$TMPDIR_DL/python" "$PYTHON_DIR"
rm -rf "$TMPDIR_DL"
trap - EXIT
echo "Standalone Python installed to $PYTHON_DIR"
fi
# ── 2. Create venv if it doesn't exist ──────────────────────────────
if [[ ! -d "$VENV_DIR" ]]; then
echo "Creating virtual environment at $VENV_DIR..."
"$PYTHON_BIN" -m venv "$VENV_DIR"
echo "Virtual environment created."
fi
# ── 3. Download / update portable Node.js ──────────────────────────
NODE_DIR="$SCRIPT_DIR/.node"
NODE_BIN="$NODE_DIR/bin/node"
NEED_NODE=false
if [[ ! -x "$NODE_BIN" ]]; then
NEED_NODE=true
elif [[ "$("$NODE_BIN" --version 2>/dev/null)" != "v${NODE_VERSION}" ]]; then
echo "Node.js version mismatch (want v${NODE_VERSION}, have $("$NODE_BIN" --version))."
NEED_NODE=true
fi
if $NEED_NODE; then
if [[ "$ARCH" == "arm64" ]]; then
NODE_ARCH="arm64"
else
NODE_ARCH="x64"
fi
NODE_TARBALL="node-v${NODE_VERSION}-darwin-${NODE_ARCH}.tar.gz"
NODE_URL="https://nodejs.org/dist/v${NODE_VERSION}/${NODE_TARBALL}"
TMPDIR_DL="$(mktemp -d)"
trap 'rm -rf "$TMPDIR_DL"' EXIT
echo "Downloading Node.js v${NODE_VERSION} (darwin-${NODE_ARCH})..."
curl -fSL --progress-bar -o "$TMPDIR_DL/$NODE_TARBALL" "$NODE_URL"
echo "Extracting..."
tar -xzf "$TMPDIR_DL/$NODE_TARBALL" -C "$TMPDIR_DL"
rm -rf "$NODE_DIR"
mv "$TMPDIR_DL/node-v${NODE_VERSION}-darwin-${NODE_ARCH}" "$NODE_DIR"
rm -rf "$TMPDIR_DL"
trap - EXIT
echo "Node.js v${NODE_VERSION} installed to $NODE_DIR"
else
echo "Node.js v${NODE_VERSION} is up to date."
fi
# ── 4. Install / update PyTorch packages ────────────────────────────
# Helper: returns 0 if the package is installed at the exact version
pkg_ok() {
local pkg="$1" want="$2"
local got
got="$("$PIP" show "$pkg" 2>/dev/null | awk '/^Version:/{print $2}')" || true
[[ "$got" == "$want" ]]
}
PKGS_TO_INSTALL=()
pkg_ok "torch" "$TORCH_VERSION" || PKGS_TO_INSTALL+=("torch==$TORCH_VERSION")
pkg_ok "torchvision" "$TORCHVISION_VERSION" || PKGS_TO_INSTALL+=("torchvision==$TORCHVISION_VERSION")
pkg_ok "torchaudio" "$TORCHAUDIO_VERSION" || PKGS_TO_INSTALL+=("torchaudio==$TORCHAUDIO_VERSION")
if (( ${#PKGS_TO_INSTALL[@]} )); then
echo "Installing / updating: ${PKGS_TO_INSTALL[*]}"
"$PIP" install "${PKGS_TO_INSTALL[@]}"
else
echo "PyTorch packages are up to date."
fi
# ── 5. Install / update requirements.txt ────────────────────────────
REQUIREMENTS="$SCRIPT_DIR/requirements.txt"
REQ_HASH_FILE="$VENV_DIR/.requirements_hash"
if [[ -f "$REQUIREMENTS" ]]; then
# Hash all requirements files (follows -r includes)
CURRENT_HASH="$(cat "$SCRIPT_DIR"/requirements*.txt 2>/dev/null | shasum -a 256 | awk '{print $1}')"
STORED_HASH=""
[[ -f "$REQ_HASH_FILE" ]] && STORED_HASH="$(cat "$REQ_HASH_FILE")"
if [[ "$CURRENT_HASH" != "$STORED_HASH" ]]; then
echo "Installing / updating requirements.txt..."
"$PIP" install -r "$REQUIREMENTS"
echo "$CURRENT_HASH" > "$REQ_HASH_FILE"
else
echo "Requirements are up to date."
fi
fi
# ── 6. Build and start the UI ───────────────────────────────────────
export PATH="$NODE_DIR/bin:$VENV_DIR/bin:$PATH"
echo ""
echo "Starting UI..."
cd "$SCRIPT_DIR/ui"
npm run build_and_start