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unsloth/install.sh
Daniel Han 3869fbe1cc
Bump installer minimum to 2026.4.5 (#5041)
2026-04-15 08:23:41 -07:00

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#!/bin/sh
# Unsloth Studio Installer
# Usage (curl): curl -fsSL https://unsloth.ai/install.sh | sh
# Usage (wget): wget -qO- https://unsloth.ai/install.sh | sh
# Usage (local): ./install.sh --local (install from local repo instead of PyPI)
# Usage (no-torch): ./install.sh --no-torch (skip PyTorch, GGUF-only mode)
# Usage (test): ./install.sh --package roland-sloth (install a different package name)
# Usage (py): ./install.sh --python 3.12 (override auto-detected Python version)
set -e
# ── Output style (aligned with studio/setup.sh) ──
RULE=""
_rule_i=0
while [ "$_rule_i" -lt 52 ]; do
RULE="${RULE}─"
_rule_i=$((_rule_i + 1))
done
if [ -n "${NO_COLOR:-}" ]; then
C_TITLE= C_DIM= C_OK= C_WARN= C_ERR= C_RST=
elif [ -t 1 ] || [ -n "${FORCE_COLOR:-}" ]; then
_ESC="$(printf '\033')"
C_TITLE="${_ESC}[38;5;150m"
C_DIM="${_ESC}[38;5;245m"
C_OK="${_ESC}[38;5;108m"
C_WARN="${_ESC}[38;5;136m"
C_ERR="${_ESC}[91m"
C_RST="${_ESC}[0m"
else
C_TITLE= C_DIM= C_OK= C_WARN= C_ERR= C_RST=
fi
step() { printf " ${C_DIM}%-15.15s${C_RST}${3:-$C_OK}%s${C_RST}\n" "$1" "$2"; }
substep() { printf " ${C_DIM}%-15s${2:-$C_DIM}%s${C_RST}\n" "" "$1"; }
# ── Parse flags ──
STUDIO_LOCAL_INSTALL=false
PACKAGE_NAME="unsloth"
_USER_PYTHON=""
_NO_TORCH_FLAG=false
_VERBOSE=false
_next_is_package=false
_next_is_python=false
for arg in "$@"; do
if [ "$_next_is_package" = true ]; then
PACKAGE_NAME="$arg"
_next_is_package=false
continue
fi
if [ "$_next_is_python" = true ]; then
_USER_PYTHON="$arg"
_next_is_python=false
continue
fi
case "$arg" in
--local) STUDIO_LOCAL_INSTALL=true ;;
--package) _next_is_package=true ;;
--python) _next_is_python=true ;;
--no-torch) _NO_TORCH_FLAG=true ;;
--verbose|-v) _VERBOSE=true ;;
esac
done
if [ "$_VERBOSE" = true ]; then
export UNSLOTH_VERBOSE=1
fi
_is_verbose() {
[ "${UNSLOTH_VERBOSE:-0}" = "1" ]
}
run_maybe_quiet() {
if _is_verbose; then
"$@"
else
"$@" > /dev/null 2>&1
fi
}
run_install_cmd() {
_label="$1"
shift
if _is_verbose; then
"$@" && return 0
_rc=$?
step "error" "$_label failed (exit code $_rc)" "$C_ERR" >&2
return "$_rc"
fi
_log=$(mktemp)
"$@" >"$_log" 2>&1 && { rm -f "$_log"; return 0; }
_rc=$?
step "error" "$_label failed (exit code $_rc)" "$C_ERR" >&2
cat "$_log" >&2
rm -f "$_log"
return $_rc
}
# Install bitsandbytes on AMD ROCm hosts. Uses the continuous-release_main
# wheel for the ROCm 4-bit GEMV fix (bnb PR #1887, post-0.49.2); bnb <= 0.49.2
# NaNs at decode shape on every AMD GPU. Falls back to PyPI >=0.49.1 if the
# pre-release URL is unreachable. Drop the pin once bnb 0.50+ ships on PyPI.
_install_bnb_rocm() {
_label="$1"
_venv_py="$2"
case "$_ARCH" in
x86_64|amd64)
_bnb_whl_url="https://github.com/bitsandbytes-foundation/bitsandbytes/releases/download/continuous-release_main/bitsandbytes-1.33.7.preview-py3-none-manylinux_2_24_x86_64.whl"
;;
aarch64|arm64)
_bnb_whl_url="https://github.com/bitsandbytes-foundation/bitsandbytes/releases/download/continuous-release_main/bitsandbytes-1.33.7.preview-py3-none-manylinux_2_24_aarch64.whl"
;;
*)
_bnb_whl_url=""
;;
esac
# uv rejects the continuous-release_main bitsandbytes wheel because the
# filename version (1.33.7rc0) does not match the embedded metadata version
# (0.50.0.dev0). pip accepts the mismatch, so bootstrap pip and use it.
if ! "$_venv_py" -m pip --version >/dev/null 2>&1; then
if ! run_maybe_quiet "$_venv_py" -m ensurepip --upgrade; then
run_maybe_quiet uv pip install --python "$_venv_py" pip || \
substep "[WARN] could not bootstrap pip; bitsandbytes install will likely fail" "$C_WARN"
fi
fi
if [ -n "$_bnb_whl_url" ]; then
substep "installing bitsandbytes for AMD ROCm (pre-release, PR #1887)..."
if run_install_cmd "$_label (pre-release)" "$_venv_py" -m pip install \
--force-reinstall --no-cache-dir --no-deps "$_bnb_whl_url"; then
return 0
fi
substep "[WARN] bnb pre-release install failed; falling back to PyPI (4-bit decode broken on ROCm)" "$C_WARN"
fi
run_install_cmd "$_label (pypi fallback)" "$_venv_py" -m pip install \
--force-reinstall --no-cache-dir --no-deps "bitsandbytes>=0.49.1"
}
if [ "$_next_is_package" = true ]; then
echo "❌ ERROR: --package requires an argument." >&2
exit 1
fi
if [ "$_next_is_python" = true ]; then
echo "❌ ERROR: --python requires a version argument (e.g. --python 3.12)." >&2
exit 1
fi
PYTHON_VERSION="" # resolved after platform detection
STUDIO_HOME="$HOME/.unsloth/studio"
VENV_DIR="$STUDIO_HOME/unsloth_studio"
# ── Helper: download a URL to a file (supports curl and wget) ──
download() {
if command -v curl >/dev/null 2>&1; then
curl -LsSf "$1" -o "$2"
elif command -v wget >/dev/null 2>&1; then
wget -qO "$2" "$1"
else
echo "Error: neither curl nor wget found. Install one and re-run."
exit 1
fi
}
# ── Helper: check if a single package is available on the system ──
_is_pkg_installed() {
case "$1" in
build-essential) command -v gcc >/dev/null 2>&1 ;;
libcurl4-openssl-dev)
command -v dpkg >/dev/null 2>&1 && dpkg -s "$1" >/dev/null 2>&1 ;;
pciutils)
command -v lspci >/dev/null 2>&1 ;;
*) command -v "$1" >/dev/null 2>&1 ;;
esac
}
# ── Helper: install packages via apt, escalating to sudo only if needed ──
# Usage: _smart_apt_install pkg1 pkg2 pkg3 ...
_smart_apt_install() {
_PKGS="$*"
# Step 1: Try installing without sudo (works when already root)
apt-get update -y </dev/null >/dev/null 2>&1 || true
apt-get install -y $_PKGS </dev/null >/dev/null 2>&1 || true
# Step 2: Check which packages are still missing
_STILL_MISSING=""
for _pkg in $_PKGS; do
if ! _is_pkg_installed "$_pkg"; then
_STILL_MISSING="$_STILL_MISSING $_pkg"
fi
done
_STILL_MISSING=$(echo "$_STILL_MISSING" | sed 's/^ *//')
if [ -z "$_STILL_MISSING" ]; then
return 0
fi
# Step 3: Escalate -- need elevated permissions for remaining packages
if command -v sudo >/dev/null 2>&1; then
echo ""
echo " !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!"
echo " WARNING: We require sudo elevated permissions to install:"
echo " $_STILL_MISSING"
echo " If you accept, we'll run sudo now, and it'll prompt your password."
echo " !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!"
echo ""
printf " Accept? [Y/n] "
if [ -r /dev/tty ]; then
read -r REPLY </dev/tty || REPLY="y"
else
REPLY="y"
fi
case "$REPLY" in
[nN]*)
echo ""
echo " Please install these packages first, then re-run Unsloth Studio setup:"
echo " sudo apt-get update -y && sudo apt-get install -y $_STILL_MISSING"
exit 1
;;
*)
sudo apt-get update -y </dev/null
sudo apt-get install -y $_STILL_MISSING </dev/null
;;
esac
else
echo ""
echo " sudo is not available on this system."
echo " Please install these packages as root, then re-run Unsloth Studio setup:"
echo " apt-get update -y && apt-get install -y $_STILL_MISSING"
exit 1
fi
}
# ── Helper: create desktop shortcuts and launcher script ──
# Usage: create_studio_shortcuts <unsloth_exe> <os>
# Creates ~/.local/share/unsloth/launch-studio.sh (shared launcher),
# plus platform-specific shortcuts (Linux .desktop / macOS .app bundle /
# WSL Windows Desktop+Start Menu .lnk).
create_studio_shortcuts() {
_css_exe="$1"
_css_os="$2"
# Validate exe
if [ ! -x "$_css_exe" ]; then
echo "[WARN] Cannot create shortcuts: unsloth not found at $_css_exe"
return 0
fi
# Resolve absolute path
_css_exe_dir=$(cd "$(dirname "$_css_exe")" && pwd)
_css_exe="$_css_exe_dir/$(basename "$_css_exe")"
_css_data_dir="$HOME/.local/share/unsloth"
_css_launcher="$_css_data_dir/launch-studio.sh"
_css_icon_png="$_css_data_dir/unsloth-studio.png"
_css_gem_png="$_css_data_dir/unsloth-gem.png"
mkdir -p "$_css_data_dir"
# ── Write launcher script ──
# The launcher is Bash (not POSIX sh).
# We write it with a placeholder and substitute the exe path via sed.
cat > "$_css_launcher" << 'LAUNCHER_EOF'
#!/usr/bin/env bash
# Unsloth Studio Launcher
# Auto-generated by install.sh -- do not edit manually.
set -euo pipefail
DATA_DIR="$HOME/.local/share/unsloth"
# Read exe path from config written at install time.
# Sourcing is safe: the config file is written by install.sh, not user input.
if [ -f "$DATA_DIR/studio.conf" ]; then
. "$DATA_DIR/studio.conf"
fi
if [ -z "${UNSLOTH_EXE:-}" ] || [ ! -x "${UNSLOTH_EXE:-}" ]; then
echo "Error: UNSLOTH_EXE not set or not executable. Re-run the installer." >&2
exit 1
fi
BASE_PORT=8888
MAX_PORT_OFFSET=20
TIMEOUT_SEC=60
POLL_INTERVAL_SEC=1
LOG_FILE="$DATA_DIR/studio.log"
LOCK_DIR="${XDG_RUNTIME_DIR:-/tmp}/unsloth-studio-launcher-$(id -u).lock"
# ── HTTP GET helper (supports curl and wget) ──
_http_get() {
_url="$1"
if command -v curl >/dev/null 2>&1; then
curl -fsS --max-time 1 "$_url" 2>/dev/null
elif command -v wget >/dev/null 2>&1; then
wget -qO- --timeout=1 "$_url" 2>/dev/null
else
return 1
fi
}
# ── Health check ──
_check_health() {
_port=$1
_resp=$(_http_get "http://127.0.0.1:$_port/api/health") || return 1
case "$_resp" in
*'"status"'*'"healthy"'*'"service"'*'"Unsloth UI Backend"'*) return 0 ;;
*'"service"'*'"Unsloth UI Backend"'*'"status"'*'"healthy"'*) return 0 ;;
esac
return 1
}
# ── Port scanning ──
_candidate_ports() {
echo "$BASE_PORT"
_max_port=$((BASE_PORT + MAX_PORT_OFFSET))
if command -v ss >/dev/null 2>&1; then
ss -tlnH 2>/dev/null | awk '{print $4}' | grep -oE '[0-9]+$' | \
awk -v lo="$BASE_PORT" -v hi="$_max_port" '$1 >= lo && $1 <= hi && $1 != lo {print}' || true
elif command -v lsof >/dev/null 2>&1; then
lsof -iTCP -sTCP:LISTEN -nP 2>/dev/null | awk '{print $9}' | grep -oE '[0-9]+$' | \
awk -v lo="$BASE_PORT" -v hi="$_max_port" '$1 >= lo && $1 <= hi && $1 != lo {print}' || true
else
_offset=1
while [ "$_offset" -le "$MAX_PORT_OFFSET" ]; do
echo $((BASE_PORT + _offset))
_offset=$((_offset + 1))
done
fi
}
_find_healthy_port() {
for _p in $(_candidate_ports | sort -un); do
if _check_health "$_p"; then
echo "$_p"
return 0
fi
done
return 1
}
# ── Check if a port is busy ──
_is_port_busy() {
_port=$1
if command -v ss >/dev/null 2>&1; then
ss -tlnH 2>/dev/null | awk '{print $4}' | grep -qE "[.:]$_port$"
elif command -v lsof >/dev/null 2>&1; then
lsof -iTCP:"$_port" -sTCP:LISTEN -nP >/dev/null 2>&1
else
return 1
fi
}
# ── Find a free port in range ──
_find_launch_port() {
_offset=0
while [ "$_offset" -le "$MAX_PORT_OFFSET" ]; do
_candidate=$((BASE_PORT + _offset))
if ! _is_port_busy "$_candidate"; then
echo "$_candidate"
return 0
fi
_offset=$((_offset + 1))
done
return 1
}
# ── Open browser ──
_open_browser() {
_url="$1"
if [ "$(uname)" = "Darwin" ] && command -v open >/dev/null 2>&1; then
open "$_url"
elif grep -qi microsoft /proc/version 2>/dev/null; then
# WSL: xdg-open is unreliable; use Windows browser via PowerShell or cmd
if command -v powershell.exe >/dev/null 2>&1; then
powershell.exe -NoProfile -Command "Start-Process '$_url'" >/dev/null 2>&1 &
elif command -v cmd.exe >/dev/null 2>&1; then
cmd.exe /c start "" "$_url" >/dev/null 2>&1 &
elif command -v xdg-open >/dev/null 2>&1; then
xdg-open "$_url" >/dev/null 2>&1 &
else
echo "Open in your browser: $_url" >&2
fi
elif command -v xdg-open >/dev/null 2>&1; then
xdg-open "$_url" >/dev/null 2>&1 &
else
echo "Open in your browser: $_url" >&2
fi
}
# ── Spawn terminal with studio command ──
_spawn_terminal() {
_cmd="$1"
_os=$(uname)
if [ "$_os" = "Darwin" ]; then
# Escape backslashes and double-quotes for AppleScript string
_cmd_escaped=$(printf '%s' "$_cmd" | sed 's/\\/\\\\/g; s/"/\\"/g')
osascript -e "tell application \"Terminal\" to do script \"$_cmd_escaped\"" >/dev/null 2>&1 && return 0
else
for _term in gnome-terminal konsole xfce4-terminal mate-terminal lxterminal xterm; do
if command -v "$_term" >/dev/null 2>&1; then
case "$_term" in
gnome-terminal) "$_term" -- sh -c "$_cmd" & return 0 ;;
konsole) "$_term" -e sh -c "$_cmd" & return 0 ;;
xterm) "$_term" -e sh -c "$_cmd" & return 0 ;;
*) "$_term" -e sh -c "$_cmd" & return 0 ;;
esac
fi
done
fi
# Fallback: background with log
echo "No terminal emulator found; running in background. Logs: $LOG_FILE" >&2
nohup sh -c "$_cmd" >> "$LOG_FILE" 2>&1 &
return 0
}
# ── Atomic directory-based single-instance guard ──
_acquire_lock() {
if mkdir "$LOCK_DIR" 2>/dev/null; then
echo "$$" > "$LOCK_DIR/pid"
return 0
fi
# Lock dir exists -- check if owner is still alive
_old_pid=$(cat "$LOCK_DIR/pid" 2>/dev/null || true)
if [ -n "$_old_pid" ] && kill -0 "$_old_pid" 2>/dev/null; then
# Another launcher is running; wait for it to bring Studio up
_deadline=$(($(date +%s) + TIMEOUT_SEC))
while [ "$(date +%s)" -lt "$_deadline" ]; do
_port=$(_find_healthy_port) && {
_open_browser "http://localhost:$_port"
exit 0
}
sleep "$POLL_INTERVAL_SEC"
done
echo "Timed out waiting for other launcher (PID $_old_pid)" >&2
exit 0
fi
# Stale lock -- reclaim
rm -rf "$LOCK_DIR"
mkdir "$LOCK_DIR" 2>/dev/null || return 1
echo "$$" > "$LOCK_DIR/pid"
}
_release_lock() {
[ -d "$LOCK_DIR" ] || return 0
[ "$(cat "$LOCK_DIR/pid" 2>/dev/null)" = "$$" ] || return 0
rm -rf "$LOCK_DIR"
}
# ── Main ──
# Fast path: already healthy
_port=$(_find_healthy_port) && {
_open_browser "http://localhost:$_port"
exit 0
}
_acquire_lock
trap '_release_lock' EXIT INT TERM
# Post-lock re-check (handles race with another launcher)
_port=$(_find_healthy_port) && {
_open_browser "http://localhost:$_port"
exit 0
}
# Find a free port in range
_launch_port=$(_find_launch_port) || {
echo "No free port found in range ${BASE_PORT}-$((BASE_PORT + MAX_PORT_OFFSET))" >&2
exit 1
}
if [ -t 1 ]; then
# ── Foreground mode (TTY available) ──
# Background subshell: wait for studio to become healthy, release the
# single-instance lock, then open the browser. The lock stays held until
# health is confirmed so a second launcher cannot race during startup.
(
_obwr_deadline=$(($(date +%s) + TIMEOUT_SEC))
while [ "$(date +%s)" -lt "$_obwr_deadline" ]; do
if _check_health "$_launch_port"; then
_release_lock
_open_browser "http://localhost:$_launch_port"
exit 0
fi
sleep "$POLL_INTERVAL_SEC"
done
# Timed out -- release the lock anyway so future launches are not blocked
_release_lock
) &
# Clear traps so exec does not trigger _release_lock (the subshell owns it)
trap - EXIT INT TERM
exec "$UNSLOTH_EXE" studio -H 0.0.0.0 -p "$_launch_port"
else
# ── Background mode (no TTY) ──
# Used by macOS .app and headless invocations.
_launch_cmd=$(printf '%q ' "$UNSLOTH_EXE" studio -H 0.0.0.0 -p "$_launch_port")
_launch_cmd=${_launch_cmd% }
_spawn_terminal "$_launch_cmd"
# Poll for health on the specific port we launched on
_deadline=$(($(date +%s) + TIMEOUT_SEC))
while [ "$(date +%s)" -lt "$_deadline" ]; do
if _check_health "$_launch_port"; then
_open_browser "http://localhost:$_launch_port"
exit 0
fi
sleep "$POLL_INTERVAL_SEC"
done
echo "Unsloth Studio did not become healthy within ${TIMEOUT_SEC}s." >&2
echo "Check logs at: $LOG_FILE" >&2
exit 1
fi
LAUNCHER_EOF
chmod +x "$_css_launcher"
# Write the exe path to a separate conf file sourced by the launcher.
# Using single-quote wrapping with the standard '\'' escape for any
# embedded apostrophes. This avoids all sed metacharacter issues.
_css_quoted_exe=$(printf '%s' "$_css_exe" | sed "s/'/'\\\\''/g")
printf '%s\n' "UNSLOTH_EXE='$_css_quoted_exe'" > "$_css_data_dir/studio.conf"
# ── Icon: try bundled, then download ──
# rounded-512.png used for both Linux and macOS icons
_css_script_dir=""
if [ -n "${0:-}" ] && [ -f "$0" ]; then
_css_script_dir=$(cd "$(dirname "$0")" 2>/dev/null && pwd) || true
fi
# Try to find rounded-512.png from installed package (site-packages) or local repo
_css_found_icon=""
_css_venv_dir=$(dirname "$(dirname "$_css_exe")")
# Check site-packages
for _sp in "$_css_venv_dir"/lib/python*/site-packages/unsloth/studio/frontend/public; do
if [ -f "$_sp/rounded-512.png" ]; then
_css_found_icon="$_sp/rounded-512.png"
fi
done
# Check local repo (when running from clone)
if [ -z "$_css_found_icon" ] && [ -n "$_css_script_dir" ] && [ -f "$_css_script_dir/studio/frontend/public/rounded-512.png" ]; then
_css_found_icon="$_css_script_dir/studio/frontend/public/rounded-512.png"
fi
# Copy or download rounded-512.png (used for both Linux icon and macOS icns)
if [ -n "$_css_found_icon" ]; then
cp "$_css_found_icon" "$_css_icon_png" 2>/dev/null || true
cp "$_css_found_icon" "$_css_gem_png" 2>/dev/null || true
else
download "https://raw.githubusercontent.com/unslothai/unsloth/main/studio/frontend/public/rounded-512.png" "$_css_icon_png" 2>/dev/null || true
cp "$_css_icon_png" "$_css_gem_png" 2>/dev/null || true
fi
# Validate PNG header (first 4 bytes: \x89PNG)
_css_validate_png() {
[ -f "$1" ] || return 1
_hdr=$(od -An -tx1 -N4 "$1" 2>/dev/null | tr -d ' ')
[ "$_hdr" = "89504e47" ]
}
if [ -f "$_css_icon_png" ] && ! _css_validate_png "$_css_icon_png"; then
rm -f "$_css_icon_png"
fi
if [ -f "$_css_gem_png" ] && ! _css_validate_png "$_css_gem_png"; then
rm -f "$_css_gem_png"
fi
# ── Platform-specific shortcuts ──
_css_created=0
if [ "$_css_os" = "linux" ]; then
# ── Linux: .desktop file ──
_css_app_dir="$HOME/.local/share/applications"
mkdir -p "$_css_app_dir"
_css_desktop="$_css_app_dir/unsloth-studio.desktop"
# Escape backslashes and double-quotes for .desktop Exec= field
_css_exec_escaped=$(printf '%s' "$_css_launcher" | sed 's/\\/\\\\/g; s/"/\\"/g')
_css_icon_escaped=$(printf '%s' "$_css_icon_png" | sed 's/\\/\\\\/g; s/"/\\"/g')
cat > "$_css_desktop" << DESKTOP_EOF
[Desktop Entry]
Version=1.0
Type=Application
Name=Unsloth Studio
Comment=Launch Unsloth Studio
Exec="$_css_exec_escaped"
Icon=$_css_icon_escaped
Terminal=true
StartupNotify=true
Categories=Development;Science;
DESKTOP_EOF
chmod +x "$_css_desktop"
# Copy to ~/Desktop if it exists
if [ -d "$HOME/Desktop" ]; then
cp "$_css_desktop" "$HOME/Desktop/unsloth-studio.desktop" 2>/dev/null || true
chmod +x "$HOME/Desktop/unsloth-studio.desktop" 2>/dev/null || true
# Mark as trusted so GNOME/Nautilus allows launching via double-click
if command -v gio >/dev/null 2>&1; then
gio set "$HOME/Desktop/unsloth-studio.desktop" metadata::trusted true 2>/dev/null || true
fi
fi
# Best-effort update database
update-desktop-database "$_css_app_dir" 2>/dev/null || true
_css_created=1
elif [ "$_css_os" = "macos" ]; then
# ── macOS: .app bundle ──
_css_app="$HOME/Applications/Unsloth Studio.app"
_css_contents="$_css_app/Contents"
_css_macos_dir="$_css_contents/MacOS"
_css_res_dir="$_css_contents/Resources"
mkdir -p "$_css_macos_dir" "$_css_res_dir"
# Info.plist
cat > "$_css_contents/Info.plist" << 'PLIST_EOF'
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>CFBundleIdentifier</key>
<string>ai.unsloth.studio</string>
<key>CFBundleName</key>
<string>Unsloth Studio</string>
<key>CFBundleDisplayName</key>
<string>Unsloth Studio</string>
<key>CFBundleExecutable</key>
<string>launch-studio</string>
<key>CFBundleIconFile</key>
<string>AppIcon</string>
<key>CFBundlePackageType</key>
<string>APPL</string>
<key>CFBundleVersion</key>
<string>1.0</string>
<key>CFBundleShortVersionString</key>
<string>1.0</string>
<key>LSMinimumSystemVersion</key>
<string>10.15</string>
<key>NSHighResolutionCapable</key>
<true/>
</dict>
</plist>
PLIST_EOF
# Executable stub
cat > "$_css_macos_dir/launch-studio" << STUB_EOF
#!/bin/sh
exec "$HOME/.local/share/unsloth/launch-studio.sh" "\$@"
STUB_EOF
chmod +x "$_css_macos_dir/launch-studio"
# Build AppIcon.icns from unsloth-gem.png (2240x2240)
if [ -f "$_css_gem_png" ] && command -v sips >/dev/null 2>&1 && command -v iconutil >/dev/null 2>&1; then
_css_tmpdir=$(mktemp -d 2>/dev/null)
if [ -d "$_css_tmpdir" ]; then
_css_iconset="$_css_tmpdir/AppIcon.iconset"
mkdir -p "$_css_iconset"
_css_icon_ok=true
for _sz in 16 32 128 256 512; do
_sz2=$((_sz * 2))
sips -z "$_sz" "$_sz" "$_css_gem_png" --out "$_css_iconset/icon_${_sz}x${_sz}.png" >/dev/null 2>&1 || _css_icon_ok=false
sips -z "$_sz2" "$_sz2" "$_css_gem_png" --out "$_css_iconset/icon_${_sz}x${_sz}@2x.png" >/dev/null 2>&1 || _css_icon_ok=false
done
if [ "$_css_icon_ok" = "true" ]; then
iconutil -c icns "$_css_iconset" -o "$_css_res_dir/AppIcon.icns" 2>/dev/null || true
fi
rm -rf "$_css_tmpdir"
fi
fi
# Fallback: copy PNG as icon
if [ ! -f "$_css_res_dir/AppIcon.icns" ] && [ -f "$_css_icon_png" ]; then
cp "$_css_icon_png" "$_css_res_dir/AppIcon.icns" 2>/dev/null || true
fi
# Touch so Finder indexes it
touch "$_css_app"
# Symlink on Desktop
if [ -d "$HOME/Desktop" ]; then
ln -sf "$_css_app" "$HOME/Desktop/Unsloth Studio" 2>/dev/null || true
fi
_css_created=1
elif [ "$_css_os" = "wsl" ]; then
# ── WSL: create Windows Desktop and Start Menu shortcuts ──
# Detect current WSL distro for targeted shortcut
_css_distro="${WSL_DISTRO_NAME:-}"
# Build the wsl.exe arguments.
# Double-quote distro name and launcher path for Windows command line
# parsing so values with spaces (e.g. "Ubuntu Preview") are kept as
# single arguments.
_css_wsl_args=""
if [ -n "$_css_distro" ]; then
_css_wsl_args="-d \"$_css_distro\" "
fi
_css_wsl_args="${_css_wsl_args}-- bash -l -c \"exec \\\"$_css_launcher\\\"\""
# Detect whether Windows Terminal (wt.exe) is available (better UX)
_css_use_wt=false
if command -v wt.exe >/dev/null 2>&1; then
_css_use_wt=true
fi
if [ "$_css_use_wt" = true ]; then
_css_sc_target='wt.exe'
_css_sc_args="wsl.exe $_css_wsl_args"
else
_css_sc_target='wsl.exe'
_css_sc_args="$_css_wsl_args"
fi
# Escape single quotes for PowerShell single-quoted string embedding
_css_sc_args_ps=$(printf '%s' "$_css_sc_args" | sed "s/'/''/g")
# Create shortcuts via a temp PowerShell script to avoid escaping issues
_css_ps1_tmp=$(mktemp /tmp/unsloth-shortcut-XXXXXX.ps1 2>/dev/null) || true
if [ -n "$_css_ps1_tmp" ]; then
cat > "$_css_ps1_tmp" << WSLPS1_EOF
\$WshShell = New-Object -ComObject WScript.Shell
\$targetExe = (Get-Command '$_css_sc_target' -ErrorAction SilentlyContinue).Source
if (-not \$targetExe) { exit 1 }
\$locations = @(
[Environment]::GetFolderPath('Desktop'),
(Join-Path \$env:APPDATA 'Microsoft\Windows\Start Menu\Programs')
)
foreach (\$dir in \$locations) {
if (-not \$dir -or -not (Test-Path \$dir)) { continue }
\$linkPath = Join-Path \$dir 'Unsloth Studio.lnk'
\$shortcut = \$WshShell.CreateShortcut(\$linkPath)
\$shortcut.TargetPath = \$targetExe
\$shortcut.Arguments = '$_css_sc_args_ps'
\$shortcut.Description = 'Launch Unsloth Studio'
\$shortcut.Save()
}
WSLPS1_EOF
# Convert WSL path to Windows path for powershell.exe
_css_ps1_win=$(wslpath -w "$_css_ps1_tmp" 2>/dev/null)
if [ -n "$_css_ps1_win" ]; then
powershell.exe -NoProfile -ExecutionPolicy Bypass -File "$_css_ps1_win" >/dev/null 2>&1 && _css_created=1
fi
rm -f "$_css_ps1_tmp"
fi
fi
if [ "$_css_created" -eq 1 ]; then
substep "Created Unsloth Studio shortcut"
fi
}
echo ""
printf " ${C_TITLE}%s${C_RST}\n" "🦥 Unsloth Studio Installer"
printf " ${C_DIM}%s${C_RST}\n" "$RULE"
echo ""
# ── Detect platform ──
OS="linux"
if [ "$(uname)" = "Darwin" ]; then
OS="macos"
elif grep -qi microsoft /proc/version 2>/dev/null; then
OS="wsl"
fi
step "platform" "$OS"
# ── Architecture detection & Python version ──
_ARCH=$(uname -m)
MAC_INTEL=false
if [ "$OS" = "macos" ] && [ "$_ARCH" = "x86_64" ]; then
# Guard against Apple Silicon running under Rosetta (reports x86_64).
# sysctl hw.optional.arm64 returns "1" on Apple Silicon even in Rosetta.
if [ "$(sysctl -in hw.optional.arm64 2>/dev/null || echo 0)" = "1" ]; then
echo ""
echo " WARNING: Apple Silicon detected, but this shell is running under Rosetta (x86_64)."
echo " Re-run install.sh from a native arm64 terminal for full PyTorch support."
echo " Continuing in GGUF-only mode for now."
echo ""
fi
MAC_INTEL=true
fi
if [ -n "$_USER_PYTHON" ]; then
PYTHON_VERSION="$_USER_PYTHON"
echo " Using user-specified Python $PYTHON_VERSION (--python override)"
elif [ "$MAC_INTEL" = true ]; then
PYTHON_VERSION="3.12"
else
PYTHON_VERSION="3.13"
fi
if [ "$MAC_INTEL" = true ]; then
echo ""
echo " NOTE: Intel Mac (x86_64) detected."
echo " PyTorch is unavailable for this platform (dropped Jan 2024)."
echo " Studio will install in GGUF-only mode."
echo " Chat, inference via GGUF, and data recipes will work."
echo " Training requires Apple Silicon or Linux with GPU."
echo ""
fi
# ── Unified SKIP_TORCH: --no-torch flag OR Intel Mac auto-detection ──
SKIP_TORCH=false
if [ "$_NO_TORCH_FLAG" = true ] || [ "$MAC_INTEL" = true ]; then
SKIP_TORCH=true
fi
# ── Check system dependencies ──
# cmake and git are needed by unsloth studio setup to build the GGUF inference
# engine (llama.cpp). build-essential and libcurl-dev are also needed on Linux.
MISSING=""
command -v cmake >/dev/null 2>&1 || MISSING="$MISSING cmake"
command -v git >/dev/null 2>&1 || MISSING="$MISSING git"
case "$OS" in
macos)
# Xcode Command Line Tools provide the C/C++ compiler
if ! xcode-select -p >/dev/null 2>&1; then
echo ""
echo "==> Xcode Command Line Tools are required."
echo " Installing (a system dialog will appear)..."
xcode-select --install </dev/null 2>/dev/null || true
echo " After the installation completes, please re-run this script."
exit 1
fi
;;
linux|wsl)
# curl or wget is needed for downloads; check both
if ! command -v curl >/dev/null 2>&1 && ! command -v wget >/dev/null 2>&1; then
MISSING="$MISSING curl"
fi
command -v gcc >/dev/null 2>&1 || MISSING="$MISSING build-essential"
# libcurl dev headers for llama.cpp HTTPS support
if command -v dpkg >/dev/null 2>&1; then
dpkg -s libcurl4-openssl-dev >/dev/null 2>&1 || MISSING="$MISSING libcurl4-openssl-dev"
fi
;;
esac
MISSING=$(echo "$MISSING" | sed 's/^ *//')
if [ -n "$MISSING" ]; then
echo ""
step "deps" "missing: $MISSING" "$C_WARN"
substep "These are needed to build the GGUF inference engine."
case "$OS" in
macos)
if ! command -v brew >/dev/null 2>&1; then
echo ""
echo " Homebrew is required to install them."
echo " Install Homebrew from https://brew.sh then re-run this script."
exit 1
fi
brew install $MISSING </dev/null
;;
linux|wsl)
if command -v apt-get >/dev/null 2>&1; then
_smart_apt_install $MISSING
else
echo " apt-get is not available. Please install with your package manager:"
echo " $MISSING"
echo " Then re-run Unsloth Studio setup."
exit 1
fi
;;
esac
echo ""
else
step "deps" "all system dependencies found"
fi
# ── Install uv ──
UV_MIN_VERSION="0.7.14"
version_ge() {
# returns 0 if $1 >= $2
_a=$1
_b=$2
while [ -n "$_a" ] || [ -n "$_b" ]; do
_a_part=${_a%%.*}
_b_part=${_b%%.*}
[ "$_a" = "$_a_part" ] && _a="" || _a=${_a#*.}
[ "$_b" = "$_b_part" ] && _b="" || _b=${_b#*.}
[ -z "$_a_part" ] && _a_part=0
[ -z "$_b_part" ] && _b_part=0
if [ "$_a_part" -gt "$_b_part" ]; then
return 0
fi
if [ "$_a_part" -lt "$_b_part" ]; then
return 1
fi
done
return 0
}
_uv_version_ok() {
_raw=$("$1" --version 2>/dev/null | awk '{print $2}') || return 1
[ -n "$_raw" ] || return 1
_ver=${_raw%%[-+]*}
case "$_ver" in
''|*[!0-9.]*) return 1 ;;
esac
version_ge "$_ver" "$UV_MIN_VERSION" || return 1
# Prerelease of the exact minimum (e.g. 0.7.14-rc1) is still below stable 0.7.14
[ "$_ver" = "$UV_MIN_VERSION" ] && [ "$_raw" != "$_ver" ] && return 1
return 0
}
if ! command -v uv >/dev/null 2>&1 || ! _uv_version_ok uv; then
substep "installing uv package manager..."
_uv_tmp=$(mktemp)
download "https://astral.sh/uv/install.sh" "$_uv_tmp"
run_maybe_quiet sh "$_uv_tmp" </dev/null
rm -f "$_uv_tmp"
if [ -f "$HOME/.local/bin/env" ]; then
. "$HOME/.local/bin/env"
fi
export PATH="$HOME/.local/bin:$PATH"
fi
# ── Create venv (migrate old layout if possible, otherwise fresh) ──
mkdir -p "$STUDIO_HOME"
_MIGRATED=false
if [ -x "$VENV_DIR/bin/python" ]; then
# New layout already exists — nuke for fresh install
rm -rf "$VENV_DIR"
elif [ -x "$STUDIO_HOME/.venv/bin/python" ]; then
# Old layout exists — validate before migrating
substep "found legacy Studio environment, validating..."
if "$STUDIO_HOME/.venv/bin/python" -c "
import torch
device = 'cuda' if torch.cuda.is_available() else 'cpu'
A = torch.ones((10, 10), device=device)
B = torch.ones((10, 10), device=device)
C = torch.ones((10, 10), device=device)
D = A + B
E = D @ C
torch.testing.assert_close(torch.unique(E), torch.tensor((20,), device=E.device, dtype=E.dtype))
" >/dev/null 2>&1; then
echo "✅ Legacy environment is healthy — migrating..."
mv "$STUDIO_HOME/.venv" "$VENV_DIR"
echo " Moved ~/.unsloth/studio/.venv → $VENV_DIR"
_MIGRATED=true
else
echo "⚠️ Legacy environment failed validation — creating fresh environment"
rm -rf "$STUDIO_HOME/.venv"
fi
fi
# If an Intel Mac has a stale 3.13 venv from a previous failed install, recreate
# (skip when the user explicitly chose a version via --python)
if [ "$SKIP_TORCH" = true ] && [ "$MAC_INTEL" = true ] && [ -z "$_USER_PYTHON" ] && [ -x "$VENV_DIR/bin/python" ]; then
_PY_MM=$("$VENV_DIR/bin/python" -c \
"import sys; print('{}.{}'.format(*sys.version_info[:2]))" 2>/dev/null || echo "")
if [ "$_PY_MM" != "3.12" ]; then
echo " Recreating Intel Mac environment with Python 3.12 (was $_PY_MM)..."
rm -rf "$VENV_DIR"
fi
fi
if [ ! -x "$VENV_DIR/bin/python" ]; then
step "venv" "creating Python ${PYTHON_VERSION} virtual environment"
substep "$VENV_DIR"
run_install_cmd "create venv" uv venv "$VENV_DIR" --python "$PYTHON_VERSION"
fi
# Guard against Python 3.13.8 torch import bug on Apple Silicon
# (skip when the user explicitly chose a version via --python)
if [ -z "$_USER_PYTHON" ] && [ "$OS" = "macos" ] && [ "$_ARCH" = "arm64" ]; then
_PY_VER=$("$VENV_DIR/bin/python" -c \
"import sys; print('{}.{}.{}'.format(*sys.version_info[:3]))" 2>/dev/null || echo "")
if [ "$_PY_VER" = "3.13.8" ]; then
echo " WARNING: Python 3.13.8 has a known torch import bug."
echo " Recreating venv with Python 3.12..."
rm -rf "$VENV_DIR"
PYTHON_VERSION="3.12"
run_install_cmd "recreate venv" uv venv "$VENV_DIR" --python "$PYTHON_VERSION"
fi
fi
if [ -x "$VENV_DIR/bin/python" ]; then
step "venv" "using environment"
substep "${VENV_DIR}"
fi
# Default torch constraint -- tightened for Python 3.13+ on arm64 macOS
# (torch <2.6 has no cp313 macOS arm64 wheels)
TORCH_CONSTRAINT="torch>=2.4,<2.11.0"
if [ "$SKIP_TORCH" = false ] && [ "$OS" = "macos" ] && [ "$_ARCH" = "arm64" ]; then
_PY_MINOR=$("$VENV_DIR/bin/python" -c \
"import sys; print(sys.version_info.minor)" 2>/dev/null || echo "0")
if [ "$_PY_MINOR" -ge 13 ] 2>/dev/null; then
TORCH_CONSTRAINT="torch>=2.6,<2.11.0"
fi
fi
# ── Resolve repo root (for --local installs) ──
_REPO_ROOT="$(cd "$(dirname "$0" 2>/dev/null || echo ".")" && pwd)"
# ── Helper: find no-torch-runtime.txt (local repo or site-packages) ──
_find_no_torch_runtime() {
# Check local repo first (for --local installs)
if [ -f "$_REPO_ROOT/studio/backend/requirements/no-torch-runtime.txt" ]; then
echo "$_REPO_ROOT/studio/backend/requirements/no-torch-runtime.txt"
return
fi
# Check inside installed package
_rt=$(find "$VENV_DIR" -path "*/studio/backend/requirements/no-torch-runtime.txt" -print -quit 2>/dev/null || echo "")
if [ -n "$_rt" ]; then
echo "$_rt"
return
fi
}
# ── AMD ROCm GPU detection helper ──
# Returns 0 (true) if an actual AMD GPU is present, 1 (false) otherwise.
# Checks rocminfo for gfx[1-9]* (excludes gfx000 CPU agent) and
# amd-smi list for GPU data rows (excludes header-only output).
_has_amd_rocm_gpu() {
if command -v rocminfo >/dev/null 2>&1 && \
rocminfo 2>/dev/null | awk '/Name:[[:space:]]*gfx[0-9]/ && !/Name:[[:space:]]*gfx000/{found=1} END{exit !found}'; then
return 0
elif command -v amd-smi >/dev/null 2>&1 && \
amd-smi list 2>/dev/null | awk '/^GPU[[:space:]]*[:\[][[:space:]]*[0-9]/{ found=1 } END{ exit !found }'; then
return 0
fi
return 1
}
# ── NVIDIA usable-GPU helper ──
# Returns 0 (true) only if nvidia-smi is present AND actually lists a GPU.
# Prevents AMD-only hosts with a stale nvidia-smi on PATH from being routed
# into the CUDA branch.
_has_usable_nvidia_gpu() {
_nvsmi=""
if command -v nvidia-smi >/dev/null 2>&1; then
_nvsmi="nvidia-smi"
elif [ -x "/usr/bin/nvidia-smi" ]; then
_nvsmi="/usr/bin/nvidia-smi"
else
return 1
fi
"$_nvsmi" -L 2>/dev/null | awk '/^GPU[[:space:]]+[0-9]+:/{found=1} END{exit !found}'
}
# ── Detect GPU and choose PyTorch index URL ──
# Mirrors Get-TorchIndexUrl in install.ps1.
# On CPU-only machines this returns the cpu index, avoiding the solver
# dead-end where --torch-backend=auto resolves to unsloth==2024.8.
get_torch_index_url() {
_base="${UNSLOTH_PYTORCH_MIRROR:-https://download.pytorch.org/whl}"
_base="${_base%/}"
# macOS: always CPU (no CUDA support)
case "$(uname -s)" in Darwin) echo "$_base/cpu"; return ;; esac
# Try nvidia-smi -- require the binary to actually list a usable GPU.
# Presence of the binary alone (container leftovers, stale driver
# packages) is not sufficient: otherwise an AMD-only host would
# silently install CUDA wheels.
_smi=""
if _has_usable_nvidia_gpu; then
if command -v nvidia-smi >/dev/null 2>&1; then
_smi="nvidia-smi"
elif [ -x "/usr/bin/nvidia-smi" ]; then
_smi="/usr/bin/nvidia-smi"
fi
fi
if [ -z "$_smi" ]; then
# No NVIDIA GPU -- check for AMD ROCm GPU.
# PyTorch only publishes ROCm wheels for linux-x86_64; skip the
# ROCm branch entirely on aarch64 / arm64 / other architectures
# so non-x86_64 Linux hosts fall back cleanly to CPU wheels.
case "$(uname -m)" in
x86_64|amd64) : ;;
*) echo "$_base/cpu"; return ;;
esac
if ! _has_amd_rocm_gpu; then
echo "$_base/cpu"; return
fi
# AMD GPU confirmed -- detect ROCm version
_rocm_tag=""
_rocm_tag=$({ command -v amd-smi >/dev/null 2>&1 && \
amd-smi version 2>/dev/null | awk -F'ROCm version: ' \
'NF>1{gsub(/[^0-9.]/, "", $2); split($2,a,"."); print "rocm"a[1]"."a[2]; ok=1; exit} END{exit !ok}'; } || \
{ [ -r /opt/rocm/.info/version ] && \
awk -F. '{print "rocm"$1"."$2; exit}' /opt/rocm/.info/version; } || \
{ command -v hipconfig >/dev/null 2>&1 && \
hipconfig --version 2>/dev/null | awk 'NR==1 && /^[0-9]/{split($1,a,"."); if(a[1]+0>0){print "rocm"a[1]"."a[2]; found=1}} END{exit !found}'; } || \
{ command -v dpkg-query >/dev/null 2>&1 && \
ver="$(dpkg-query -W -f='${Version}\n' rocm-core 2>/dev/null)" && \
[ -n "$ver" ] && \
printf '%s\n' "$ver" | sed 's/^[0-9]*://' | awk -F'[.-]' '{print "rocm"$1"."$2; exit}'; } || \
{ command -v rpm >/dev/null 2>&1 && \
ver="$(rpm -q --qf '%{VERSION}\n' rocm-core 2>/dev/null)" && \
[ -n "$ver" ] && \
printf '%s\n' "$ver" | awk -F'[.-]' '{print "rocm"$1"."$2; exit}'; }) 2>/dev/null
# Validate _rocm_tag: must match "rocmX.Y" with major >= 1
case "$_rocm_tag" in
rocm[1-9]*.[0-9]*) : ;; # valid (major >= 1)
*) _rocm_tag="" ;; # reject malformed (empty, garbled, or major=0)
esac
if [ -n "$_rocm_tag" ]; then
# Minimum supported: ROCm 6.0 (no PyTorch wheels exist for older)
case "$_rocm_tag" in
rocm[1-5].*) echo "$_base/cpu"; return ;;
esac
# ROCm 7.2 only has torch 2.11.0 which exceeds current bounds
# (<2.11.0). Fall back to rocm7.1 index which has torch 2.10.0.
# Enumerate explicit versions rather than matching rocm6.* so
# a host on ROCm 6.5 or 6.6 (no PyTorch wheels published) is
# clipped down to the last supported 6.x (rocm6.4) instead of
# constructing https://download.pytorch.org/whl/rocm6.5 which
# returns HTTP 403. PyTorch only ships: rocm5.7, 6.0, 6.1, 6.2,
# 6.3, 6.4, 7.0, 7.1, 7.2 (and 5.7 is below our minimum).
# TODO: uncomment rocm7.2 when the torch upper bound is bumped
# to >=2.11.0.
case "$_rocm_tag" in
rocm6.0|rocm6.0.*|rocm6.1|rocm6.1.*|rocm6.2|rocm6.2.*|rocm6.3|rocm6.3.*|rocm6.4|rocm6.4.*|rocm7.0|rocm7.0.*|rocm7.1|rocm7.1.*)
echo "$_base/$_rocm_tag" ;;
rocm6.*)
# ROCm 6.5+ (no published PyTorch wheels): clip down
# to the last supported 6.x wheel set.
echo "$_base/rocm6.4" ;;
*)
# ROCm 7.2+ (including future 10.x+): cap to rocm7.1
echo "$_base/rocm7.1" ;;
esac
return
fi
echo "$_base/cpu"; return
fi
# Parse CUDA version from nvidia-smi output (POSIX-safe, no grep -P)
_cuda_ver=$(LC_ALL=C $_smi 2>/dev/null \
| sed -n 's/.*CUDA Version:[[:space:]]*\([0-9][0-9]*\.[0-9][0-9]*\).*/\1/p' \
| head -1)
if [ -z "$_cuda_ver" ]; then
echo "[WARN] Could not determine CUDA version from nvidia-smi, defaulting to cu126" >&2
echo "$_base/cu126"; return
fi
_major=${_cuda_ver%%.*}
_minor=${_cuda_ver#*.}
if [ "$_major" -ge 13 ]; then echo "$_base/cu130"
elif [ "$_major" -eq 12 ] && [ "$_minor" -ge 8 ]; then echo "$_base/cu128"
elif [ "$_major" -eq 12 ] && [ "$_minor" -ge 6 ]; then echo "$_base/cu126"
elif [ "$_major" -ge 12 ]; then echo "$_base/cu124"
elif [ "$_major" -ge 11 ]; then echo "$_base/cu118"
else echo "$_base/cpu"; fi
}
get_radeon_wheel_url() {
# Only meaningful on Linux. Picks a repo.radeon.com base URL whose listing
# contains torch wheels. Tries paths like rocm-rel-7.2.1/, rocm-rel-7.2/,
# rocm-rel-7.1.1/, rocm-rel-7.1/ (AMD publishes both M.m and M.m.p dirs).
# Accepts both X.Y and X.Y.Z host versions since /opt/rocm/.info/version
# and hipconfig --version can return either shape.
case "$(uname -s)" in Linux) ;; *) echo ""; return ;; esac
# Detect ROCm version (X.Y or X.Y.Z) -- try amd-smi, then
# /opt/rocm/.info/version, then hipconfig.
_full_ver=""
_full_ver=$({ command -v amd-smi >/dev/null 2>&1 && \
amd-smi version 2>/dev/null | awk -F'ROCm version: ' \
'NF>1{if(match($2,/[0-9]+\.[0-9]+(\.[0-9]+)?/)){print substr($2,RSTART,RLENGTH); ok=1; exit}} END{exit !ok}'; } || \
{ [ -r /opt/rocm/.info/version ] && \
awk 'match($0,/[0-9]+\.[0-9]+(\.[0-9]+)?/){print substr($0,RSTART,RLENGTH); found=1; exit} END{exit !found}' /opt/rocm/.info/version; } || \
{ command -v hipconfig >/dev/null 2>&1 && \
hipconfig --version 2>/dev/null | awk 'NR==1 && match($0,/[0-9]+\.[0-9]+(\.[0-9]+)?/){print substr($0,RSTART,RLENGTH); found=1} END{exit !found}'; }) 2>/dev/null
# Validate: must be X.Y or X.Y.Z with X >= 1
case "$_full_ver" in
[1-9]*.[0-9]*.[0-9]*) : ;; # X.Y.Z
[1-9]*.[0-9]*) : ;; # X.Y
*) echo ""; return ;;
esac
echo "https://repo.radeon.com/rocm/manylinux/rocm-rel-${_full_ver}/"
}
# ── Radeon repo wheel selection helpers ──────────────────────────────────────
# Fetches the Radeon repo directory listing once into _RADEON_LISTING (global).
# _RADEON_PYTAG holds the CPython tag for the running interpreter (e.g. cp312).
# _RADEON_BASE_URL holds the base URL for relative-href resolution.
_RADEON_LISTING=""
_RADEON_PYTAG=""
_RADEON_BASE_URL=""
_radeon_fetch_listing() {
# Usage: _radeon_fetch_listing BASE_URL
# Populates _RADEON_LISTING, _RADEON_PYTAG, _RADEON_BASE_URL.
_RADEON_BASE_URL="$1"
_RADEON_PYTAG=$("$_VENV_PY" -c "
import sys
print('cp{}{}'.format(sys.version_info.major, sys.version_info.minor))
" 2>/dev/null) || return 1
if command -v curl >/dev/null 2>&1; then
_RADEON_LISTING=$(curl -fsSL --max-time 20 "$_RADEON_BASE_URL" 2>/dev/null)
elif command -v wget >/dev/null 2>&1; then
_RADEON_LISTING=$(wget -qO- --timeout=20 "$_RADEON_BASE_URL" 2>/dev/null)
fi
[ -n "$_RADEON_LISTING" ] || return 1
}
_pick_radeon_wheel() {
# Usage: _pick_radeon_wheel PACKAGE_NAME
# Scans $_RADEON_LISTING for the newest wheel whose filename starts exactly
# with PACKAGE_NAME- and matches _RADEON_PYTAG + linux_x86_64.
# Prints the full URL (resolving relative hrefs against _RADEON_BASE_URL).
#
# POSIX-compliant pipeline: all href parsing, filtering, and version
# selection is done inside a single awk script rather than reaching
# for GNU extensions (grep -o, sort -V) that would break under BSD
# or BusyBox coreutils.
_pkg="$1"
[ -n "$_RADEON_LISTING" ] || return 1
[ -n "$_RADEON_PYTAG" ] || return 1
_tag="$_RADEON_PYTAG"
_href=$(printf '%s\n' "$_RADEON_LISTING" \
| awk -v pkg="$_pkg" -v tag="$_tag" '
BEGIN { max_pad = ""; max_url = "" }
{
line = $0
while (match(line, /href="[^"]*"/)) {
# Strip the leading href=" (6 chars) and trailing " (1 char)
url = substr(line, RSTART + 6, RLENGTH - 7)
line = substr(line, RSTART + RLENGTH)
# Extract basename, strip query / fragment
n = split(url, p, "/")
base = p[n]
sub(/[?#].*/, "", base)
prefix = pkg "-"
# Match cpXY-cpXY or cpXY-abi3 with any linux x86_64
# platform tag (linux_x86_64, manylinux_2_28_x86_64,
# manylinux2014_x86_64, etc.)
if (substr(base, 1, length(prefix)) == prefix &&
index(base, "-" tag "-") > 0 &&
match(base, /x86_64\.whl$/)) {
# Extract the version component (first
# dotted-number run) and pad each piece so a
# plain lexical comparison gives us the newest.
if (match(base, /[0-9]+\.[0-9]+(\.[0-9]+)?/)) {
ver = substr(base, RSTART, RLENGTH)
m = split(ver, v, ".")
pad = ""
for (i = 1; i <= m; i++)
pad = pad sprintf("%08d", v[i])
if (pad > max_pad) {
max_pad = pad
max_url = url
}
}
}
}
}
END { if (max_url != "") print max_url }')
[ -z "$_href" ] && return 1
case "$_href" in
http*) printf '%s\n' "$_href" ;;
*) printf '%s\n' "${_RADEON_BASE_URL%/}/${_href#/}" ;;
esac
}
TORCH_INDEX_URL=$(get_torch_index_url)
# Auto-detect GPU for AMD ROCm based
# get_torch_index_url must have chosen */rocm*
# (gfx in rocminfo or amd-smi list). Then require rocminfo "Marketing Name:.*Radeon".
_amd_gpu_radeon=false
case "$TORCH_INDEX_URL" in
*/rocm*)
if _has_amd_rocm_gpu && command -v rocminfo >/dev/null 2>&1 && \
rocminfo 2>/dev/null | grep -q 'Marketing Name:.*Radeon'; then
_amd_gpu_radeon=true
fi
;;
esac
# ── Print CPU-only hint when no GPU detected ──
case "$TORCH_INDEX_URL" in
*/cpu)
if [ "$SKIP_TORCH" = false ] && [ "$OS" != "macos" ]; then
echo ""
echo " NOTE: No GPU detected (nvidia-smi and ROCm not found)."
echo " Installing CPU-only PyTorch. If you only need GGUF chat/inference,"
echo " re-run with --no-torch for a faster, lighter install:"
echo " curl -fsSL https://unsloth.ai/install.sh | sh -s -- --no-torch"
echo " AMD ROCm users: see https://docs.unsloth.ai/get-started/install-and-update/amd"
echo ""
fi
;;
*/rocm*)
echo ""
if [ "$_amd_gpu_radeon" = true ]; then
echo " AMD Radeon + ROCm detected -- installing PyTorch wheels from repo.radeon.com"
else
echo " AMD ROCm detected -- installing ROCm-enabled PyTorch ($TORCH_INDEX_URL)"
fi
echo ""
;;
esac
# ── Install unsloth directly into the venv (no activation needed) ──
_VENV_PY="$VENV_DIR/bin/python"
if [ "$_MIGRATED" = true ]; then
# Migrated env: force-reinstall unsloth+unsloth-zoo to ensure clean state
# in the new venv location, while preserving existing torch/CUDA
substep "upgrading unsloth in migrated environment..."
if [ "$SKIP_TORCH" = true ]; then
# No-torch: install unsloth + unsloth-zoo with --no-deps (current
# PyPI metadata still declares torch as a hard dep), then install
# runtime deps (typer, safetensors, transformers, etc.) with --no-deps
# to prevent transitive torch resolution.
run_install_cmd "install unsloth (migrated no-torch)" uv pip install --python "$_VENV_PY" --no-deps \
--reinstall-package unsloth --reinstall-package unsloth-zoo \
"unsloth>=2026.4.5" unsloth-zoo
_NO_TORCH_RT="$(_find_no_torch_runtime)"
if [ -n "$_NO_TORCH_RT" ]; then
run_install_cmd "install no-torch runtime deps" uv pip install --python "$_VENV_PY" --no-deps -r "$_NO_TORCH_RT"
fi
else
run_install_cmd "install unsloth (migrated)" uv pip install --python "$_VENV_PY" \
--reinstall-package unsloth --reinstall-package unsloth-zoo \
"unsloth>=2026.4.5" unsloth-zoo
fi
if [ "$STUDIO_LOCAL_INSTALL" = true ]; then
substep "overlaying local repo (editable)..."
run_install_cmd "overlay local repo" uv pip install --python "$_VENV_PY" -e "$_REPO_ROOT" --no-deps
fi
# AMD ROCm: install bitsandbytes even in migrated environments so
# existing ROCm installs gain the AMD bitsandbytes build without a
# fresh reinstall.
if [ "$SKIP_TORCH" = false ]; then
case "$TORCH_INDEX_URL" in
*/rocm*)
_install_bnb_rocm "install bitsandbytes (AMD)" "$_VENV_PY"
# Repair ROCm torch if overwritten during migrated install
_has_hip=$("$_VENV_PY" -c "import torch; print(getattr(torch.version,'hip','') or '')" 2>/dev/null || true)
if [ -z "$_has_hip" ]; then
substep "repairing ROCm torch (overwritten by dependency resolution)..."
run_install_cmd "repair ROCm torch" uv pip install --python "$_VENV_PY" \
"$TORCH_CONSTRAINT" torchvision torchaudio \
--index-url "$TORCH_INDEX_URL" \
--force-reinstall
fi
;;
esac
fi
elif [ -n "$TORCH_INDEX_URL" ]; then
# Fresh: Step 1 - install torch from explicit index (skip when --no-torch or Intel Mac)
if [ "$SKIP_TORCH" = true ]; then
substep "skipping PyTorch (--no-torch or Intel Mac x86_64)." "$C_WARN"
elif [ "$_amd_gpu_radeon" = true ]; then
_radeon_url=$(get_radeon_wheel_url)
if [ -n "$_radeon_url" ]; then
_radeon_listing_ok=false
if _radeon_fetch_listing "$_radeon_url" 2>/dev/null; then
_radeon_listing_ok=true
else
# Try shorter X.Y path (AMD publishes both X.Y.Z and X.Y dirs)
_radeon_url_short=$(printf '%s\n' "$_radeon_url" \
| sed 's|rocm-rel-\([0-9]*\)\.\([0-9]*\)\.[0-9]*/|rocm-rel-\1.\2/|')
if [ "$_radeon_url_short" != "$_radeon_url" ] && \
_radeon_fetch_listing "$_radeon_url_short" 2>/dev/null; then
_radeon_listing_ok=true
fi
fi
if [ "$_radeon_listing_ok" = true ]; then
# Require torch, torchvision, torchaudio wheels to all resolve
# from the Radeon listing. If any is missing for this Python
# tag, fall through to the standard ROCm index instead of
# silently mixing Radeon wheels with PyPI defaults.
_torch_whl=$(_pick_radeon_wheel "torch" 2>/dev/null) || _torch_whl=""
_tv_whl=$(_pick_radeon_wheel "torchvision" 2>/dev/null) || _tv_whl=""
_ta_whl=$(_pick_radeon_wheel "torchaudio" 2>/dev/null) || _ta_whl=""
_tri_whl=$(_pick_radeon_wheel "triton" 2>/dev/null) || _tri_whl=""
# Sanity-check torch / torchvision / torchaudio are a
# matching release. The Radeon repo publishes multiple
# generations simultaneously, so picking the highest-version
# wheel for each package independently can assemble a
# mismatched trio (e.g. torch 2.9.1 + torchvision 0.23.0 +
# torchaudio 2.9.0 from the current rocm-rel-7.2.1 index).
# Check that torch and torchaudio share the same X.Y public
# version prefix, and that torchvision's minor correctly
# pairs with torch's minor (torchvision = torch.minor - 5
# since torch 2.4 -> torchvision 0.19 -> torch 2.9 ->
# torchvision 0.24).
# URL-decode each wheel name so %2B -> + before version
# extraction. Real Radeon wheel hrefs are percent-encoded
# (torch-2.10.0%2Brocm7.2.0...), so a plain [+-] terminator
# in the sed regex below would never match and
# _radeon_versions_match would stay false for every real
# listing, silently forcing a fallback to the generic
# ROCm index.
_torch_ver=""
_tv_ver=""
_ta_ver=""
if [ -n "$_torch_whl" ]; then
_torch_name=$(printf '%s' "${_torch_whl##*/}" | sed 's/%2[Bb]/+/g')
_torch_ver=$(printf '%s\n' "$_torch_name" | sed -n 's|^torch-\([0-9][0-9]*\.[0-9][0-9]*\)\(\.[0-9][0-9]*\)\{0,1\}[+-].*|\1|p')
fi
if [ -n "$_tv_whl" ]; then
_tv_name=$(printf '%s' "${_tv_whl##*/}" | sed 's/%2[Bb]/+/g')
_tv_ver=$(printf '%s\n' "$_tv_name" | sed -n 's|^torchvision-\([0-9][0-9]*\.[0-9][0-9]*\)\(\.[0-9][0-9]*\)\{0,1\}[+-].*|\1|p')
fi
if [ -n "$_ta_whl" ]; then
_ta_name=$(printf '%s' "${_ta_whl##*/}" | sed 's/%2[Bb]/+/g')
_ta_ver=$(printf '%s\n' "$_ta_name" | sed -n 's|^torchaudio-\([0-9][0-9]*\.[0-9][0-9]*\)\(\.[0-9][0-9]*\)\{0,1\}[+-].*|\1|p')
fi
_radeon_versions_match=false
if [ -n "$_torch_ver" ] && [ -n "$_tv_ver" ] && [ -n "$_ta_ver" ]; then
_torch_major=${_torch_ver%%.*}
_torch_minor=${_torch_ver#*.}
_ta_major=${_ta_ver%%.*}
_ta_minor=${_ta_ver#*.}
_tv_major=${_tv_ver%%.*}
_tv_minor=${_tv_ver#*.}
# torchvision expected minor (e.g. torch 2.9 -> 0.24)
_expected_tv_minor=$((_torch_minor + 15))
if [ "$_torch_major" = "$_ta_major" ] && \
[ "$_torch_minor" = "$_ta_minor" ] && \
[ "$_tv_major" = "0" ] && \
[ "$_tv_minor" = "$_expected_tv_minor" ]; then
_radeon_versions_match=true
fi
fi
if [ -z "$_torch_whl" ] || [ -z "$_tv_whl" ] || [ -z "$_ta_whl" ] || \
[ "$_radeon_versions_match" != true ]; then
substep "[WARN] Radeon repo lacks a compatible wheel set for this Python; falling back to ROCm index ($TORCH_INDEX_URL)" "$C_WARN"
run_install_cmd "install PyTorch" uv pip install --python "$_VENV_PY" \
"$TORCH_CONSTRAINT" torchvision torchaudio \
--index-url "$TORCH_INDEX_URL"
else
substep "installing PyTorch from Radeon repo (${_RADEON_BASE_URL})..."
# Pass explicit wheel URLs so the matched trio is
# installed together. --find-links lets uv discover
# the Radeon listing for any local lookup, and PyPI
# (not disabled) provides transitive deps like
# filelock / sympy / networkx which are not in the
# Radeon listing.
if [ -n "$_tri_whl" ]; then
run_install_cmd "install triton + PyTorch" uv pip install --python "$_VENV_PY" \
--find-links "$_RADEON_BASE_URL" \
"$_tri_whl" "$_torch_whl" "$_tv_whl" "$_ta_whl"
else
run_install_cmd "install PyTorch" uv pip install --python "$_VENV_PY" \
--find-links "$_RADEON_BASE_URL" \
"$_torch_whl" "$_tv_whl" "$_ta_whl"
fi
fi
else
substep "[WARN] Radeon repo unavailable; falling back to ROCm index ($TORCH_INDEX_URL)" "$C_WARN"
run_install_cmd "install PyTorch" uv pip install --python "$_VENV_PY" \
"$TORCH_CONSTRAINT" torchvision torchaudio \
--index-url "$TORCH_INDEX_URL"
fi
else
substep "[WARN] Radeon GPU detected but could not detect full ROCm version; falling back to ROCm index" "$C_WARN"
run_install_cmd "install PyTorch" uv pip install --python "$_VENV_PY" \
"$TORCH_CONSTRAINT" torchvision torchaudio \
--index-url "$TORCH_INDEX_URL"
fi
else
substep "installing PyTorch ($TORCH_INDEX_URL)..."
run_install_cmd "install PyTorch" uv pip install --python "$_VENV_PY" "$TORCH_CONSTRAINT" torchvision torchaudio \
--index-url "$TORCH_INDEX_URL"
fi
# AMD ROCm: install bitsandbytes (once, after torch, for all ROCm paths).
# Gate on SKIP_TORCH=false so a user running with --no-torch on a ROCm
# host stays in GGUF-only mode rather than pulling in bitsandbytes,
# which is only useful once torch is present for training.
if [ "$SKIP_TORCH" = false ]; then
case "$TORCH_INDEX_URL" in
*/rocm*)
_install_bnb_rocm "install bitsandbytes (AMD)" "$_VENV_PY"
;;
esac
fi
# Fresh: Step 2 - install unsloth, preserving pre-installed torch
substep "installing unsloth (this may take a few minutes)..."
if [ "$SKIP_TORCH" = true ]; then
# No-torch: install unsloth + unsloth-zoo with --no-deps, then
# runtime deps (typer, safetensors, transformers, etc.) with --no-deps.
run_install_cmd "install unsloth (no-torch)" uv pip install --python "$_VENV_PY" --no-deps \
--upgrade-package unsloth --upgrade-package unsloth-zoo \
"unsloth>=2026.4.5" unsloth-zoo
_NO_TORCH_RT="$(_find_no_torch_runtime)"
if [ -n "$_NO_TORCH_RT" ]; then
run_install_cmd "install no-torch runtime deps" uv pip install --python "$_VENV_PY" --no-deps -r "$_NO_TORCH_RT"
fi
if [ "$STUDIO_LOCAL_INSTALL" = true ]; then
substep "overlaying local repo (editable)..."
run_install_cmd "overlay local repo" uv pip install --python "$_VENV_PY" -e "$_REPO_ROOT" --no-deps
fi
elif [ "$STUDIO_LOCAL_INSTALL" = true ]; then
run_install_cmd "install unsloth (local)" uv pip install --python "$_VENV_PY" \
--upgrade-package unsloth "unsloth>=2026.4.5" unsloth-zoo
substep "overlaying local repo (editable)..."
run_install_cmd "overlay local repo" uv pip install --python "$_VENV_PY" -e "$_REPO_ROOT" --no-deps
else
run_install_cmd "install unsloth" uv pip install --python "$_VENV_PY" \
--upgrade-package unsloth "$PACKAGE_NAME"
fi
# AMD ROCm: repair torch if the unsloth/unsloth-zoo install pulled in
# CUDA torch from PyPI, overwriting the ROCm wheels installed in Step 1.
if [ "$SKIP_TORCH" = false ]; then
case "$TORCH_INDEX_URL" in
*/rocm*)
_has_hip=$("$_VENV_PY" -c "import torch; print(getattr(torch.version,'hip','') or '')" 2>/dev/null || true)
if [ -z "$_has_hip" ]; then
substep "repairing ROCm torch (overwritten by dependency resolution)..."
run_install_cmd "repair ROCm torch" uv pip install --python "$_VENV_PY" \
"$TORCH_CONSTRAINT" torchvision torchaudio \
--index-url "$TORCH_INDEX_URL" \
--force-reinstall
fi
;;
esac
fi
else
# Fallback: GPU detection failed to produce a URL -- let uv resolve torch
substep "installing unsloth (this may take a few minutes)..."
if [ "$STUDIO_LOCAL_INSTALL" = true ]; then
run_install_cmd "install unsloth (auto torch backend)" uv pip install --python "$_VENV_PY" unsloth-zoo "unsloth>=2026.4.5" --torch-backend=auto
substep "overlaying local repo (editable)..."
run_install_cmd "overlay local repo" uv pip install --python "$_VENV_PY" -e "$_REPO_ROOT" --no-deps
else
run_install_cmd "install unsloth (auto torch backend)" uv pip install --python "$_VENV_PY" "$PACKAGE_NAME" --torch-backend=auto
fi
fi
# ── Run studio setup ──
# When --local, use the repo's own setup.sh directly.
# Otherwise, find it inside the installed package.
SETUP_SH=""
if [ "$STUDIO_LOCAL_INSTALL" = true ] && [ -f "$_REPO_ROOT/studio/setup.sh" ]; then
SETUP_SH="$_REPO_ROOT/studio/setup.sh"
fi
if [ -z "$SETUP_SH" ] || [ ! -f "$SETUP_SH" ]; then
SETUP_SH=$("$VENV_DIR/bin/python" -c "
import importlib.resources
print(importlib.resources.files('studio') / 'setup.sh')
" 2>/dev/null || echo "")
fi
# Fallback: search site-packages
if [ -z "$SETUP_SH" ] || [ ! -f "$SETUP_SH" ]; then
SETUP_SH=$(find "$VENV_DIR" -path "*/studio/setup.sh" -print -quit 2>/dev/null || echo "")
fi
if [ -z "$SETUP_SH" ] || [ ! -f "$SETUP_SH" ]; then
echo "❌ ERROR: Could not find studio/setup.sh in the installed package."
exit 1
fi
# Ensure the venv's Python is on PATH so setup.sh can find it.
VENV_ABS_BIN="$(cd "$VENV_DIR/bin" && pwd)"
if [ -n "$VENV_ABS_BIN" ]; then
export PATH="$VENV_ABS_BIN:$PATH"
fi
if ! command -v bash >/dev/null 2>&1; then
step "setup" "bash is required to run studio setup" "$C_ERR"
substep "Please install bash and re-run install.sh"
exit 1
fi
step "setup" "running unsloth studio update..."
# install.sh already installs base packages (unsloth + unsloth-zoo) and
# no-torch-runtime.txt above, so tell install_python_stack.py to skip
# the base step to avoid redundant reinstallation.
_SKIP_BASE=1
# Run setup.sh outside set -e so that a llama.cpp build failure (exit 1)
# does not skip PATH setup, shortcuts, and launch below. We capture the
# exit code and propagate it after post-install steps finish.
_SETUP_EXIT=0
if [ "$STUDIO_LOCAL_INSTALL" = true ]; then
SKIP_STUDIO_BASE="$_SKIP_BASE" \
STUDIO_PACKAGE_NAME="$PACKAGE_NAME" \
STUDIO_LOCAL_INSTALL=1 \
STUDIO_LOCAL_REPO="$_REPO_ROOT" \
UNSLOTH_NO_TORCH="$SKIP_TORCH" \
bash "$SETUP_SH" </dev/null || _SETUP_EXIT=$?
else
SKIP_STUDIO_BASE="$_SKIP_BASE" \
STUDIO_PACKAGE_NAME="$PACKAGE_NAME" \
UNSLOTH_NO_TORCH="$SKIP_TORCH" \
bash "$SETUP_SH" </dev/null || _SETUP_EXIT=$?
fi
# ── Make 'unsloth' available globally via ~/.local/bin ──
mkdir -p "$HOME/.local/bin"
ln -sf "$VENV_DIR/bin/unsloth" "$HOME/.local/bin/unsloth"
_LOCAL_BIN="$HOME/.local/bin"
case ":$PATH:" in
*":$_LOCAL_BIN:"*) ;; # already on PATH
*)
_SHELL_PROFILE=""
if [ -n "${ZSH_VERSION:-}" ] || [ "$(basename "${SHELL:-}")" = "zsh" ]; then
_SHELL_PROFILE="$HOME/.zshrc"
elif [ -f "$HOME/.bashrc" ]; then
_SHELL_PROFILE="$HOME/.bashrc"
elif [ -f "$HOME/.profile" ]; then
_SHELL_PROFILE="$HOME/.profile"
fi
if [ -n "$_SHELL_PROFILE" ]; then
if ! grep -q '\.local/bin' "$_SHELL_PROFILE" 2>/dev/null; then
echo '' >> "$_SHELL_PROFILE"
echo '# Added by Unsloth installer' >> "$_SHELL_PROFILE"
echo 'export PATH="$HOME/.local/bin:$PATH"' >> "$_SHELL_PROFILE"
step "path" "added ~/.local/bin to PATH in $_SHELL_PROFILE"
fi
fi
export PATH="$_LOCAL_BIN:$PATH"
;;
esac
create_studio_shortcuts "$VENV_ABS_BIN/unsloth" "$OS"
# If setup.sh failed, report and exit now.
# PATH and shortcuts are already set up so the user can fix and retry.
if [ "$_SETUP_EXIT" -ne 0 ]; then
echo ""
step "error" "studio setup failed (exit code $_SETUP_EXIT)" "$C_ERR"
substep "Check the output above for details, then re-run:"
if [ "$STUDIO_LOCAL_INSTALL" = true ]; then
substep " unsloth studio update --local"
else
substep " unsloth studio update"
fi
echo ""
exit "$_SETUP_EXIT"
fi
echo ""
printf " ${C_TITLE}%s${C_RST}\n" "Unsloth Studio installed!"
printf " ${C_DIM}%s${C_RST}\n" "$RULE"
echo ""
# Launch studio automatically in interactive terminals;
# in non-interactive environments (Docker, CI, cloud-init) just print instructions.
if [ -t 1 ]; then
step "launch" "starting Unsloth Studio..."
"$VENV_DIR/bin/unsloth" studio -H 0.0.0.0 -p 8888
_LAUNCH_EXIT=$?
if [ "$_LAUNCH_EXIT" -ne 0 ] && [ "$_MIGRATED" = true ]; then
echo ""
echo "⚠️ Unsloth Studio failed to start after migration."
echo " Your migrated environment may be incompatible."
echo " To fix, remove the environment and reinstall:"
echo ""
echo " rm -rf $VENV_DIR"
echo " curl -fsSL https://unsloth.ai/install.sh | sh"
echo ""
fi
exit "$_LAUNCH_EXIT"
else
step "launch" "manual commands:"
substep "unsloth studio -H 0.0.0.0 -p 8888"
substep "or activate env first:"
substep "source ${VENV_DIR}/bin/activate"
substep "unsloth studio -H 0.0.0.0 -p 8888"
echo ""
fi
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