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"version": "1.0.30001797", - "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001797.tgz", - "integrity": "sha512-l8xKG+gwAIExZGl9FrF7KUwuOmk6wbEPC9Xoy/RtnWv1XG0Q4LFlagaLpUv3Kiza3W/wm27zy0yWJEieYKAP6w==", + "version": "1.0.30001799", + "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001799.tgz", + "integrity": "sha512-hG1bReV+OUU+MOqK4t/ZWI0tZOyz3rqS9XuhOUz1cIcbwBKjOyJEJuw9ER5JuNyqxNk8u/JUVbGibBOL1yrjFw==", "dev": true, "funding": [ { @@ -1554,9 +1554,9 @@ } }, "node_modules/electron-to-chromium": { - "version": "1.5.370", - "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.370.tgz", - "integrity": "sha512-D5tSHJReAb/Kf3Hu9F/GO4lJuSWzEWHwvQ/kKSUP7pimNgvxkSKj+gUQhHpKKACwrin7rS3byU7IxreF56rl5g==", + "version": "1.5.372", + "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.372.tgz", + "integrity": "sha512-M3yhbAlilnwqC8D21t28UCDGHyitShTmmLRU/H+b74P6Ski16Nb9HONYEaVpMj/pwC7BEo5B95FpjODLCWbtfA==", "dev": true, "license": "ISC" }, @@ -1699,9 +1699,9 @@ } }, "node_modules/lucide-react": { - "version": "1.17.0", - "resolved": "https://registry.npmjs.org/lucide-react/-/lucide-react-1.17.0.tgz", - "integrity": "sha512-9FA9evdox/JQL5PT57fdA1x/yg8T7knJ98+zjTL3UfKza6pflQUUh3XtaQIHKvnsJw1lmsEyHVlt5jchYxOQ5w==", + "version": "1.18.0", + "resolved": "https://registry.npmjs.org/lucide-react/-/lucide-react-1.18.0.tgz", + "integrity": "sha512-LZDb7H/0YfM+RJncD0hDQRCAu+vSGODqpe35TuVI8EuXaRjkczbsx7p8dY4J87F/MUSj6bpYqeI8nw8qXaAdmA==", "license": "ISC", "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" @@ -1824,9 +1824,9 @@ } }, "node_modules/rollup": { - "version": "4.61.1", - "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.61.1.tgz", - "integrity": "sha512-I4KW6iuRpuu2uHBLraZ1wNZe0DP7lnRha+VJ9tNaYVaVgKhW0aI3h4RYnoRPeql0flHm/Co55b7snEDcOfOJrA==", + "version": "4.62.0", + "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.62.0.tgz", + "integrity": "sha512-nc72Wgq62I7rtDV4izT5/aaS0zxy3kttkinf9586ApknY3jZO9NYsmtc24fUckA0X7Q2v+ML4a15pdUlV5V/jA==", "dev": true, "license": "MIT", "dependencies": { @@ -1840,31 +1840,31 @@ "npm": ">=8.0.0" }, "optionalDependencies": { - "@rollup/rollup-android-arm-eabi": "4.61.1", - "@rollup/rollup-android-arm64": "4.61.1", - "@rollup/rollup-darwin-arm64": "4.61.1", - "@rollup/rollup-darwin-x64": "4.61.1", - "@rollup/rollup-freebsd-arm64": "4.61.1", - "@rollup/rollup-freebsd-x64": "4.61.1", - "@rollup/rollup-linux-arm-gnueabihf": "4.61.1", - "@rollup/rollup-linux-arm-musleabihf": "4.61.1", - "@rollup/rollup-linux-arm64-gnu": "4.61.1", - "@rollup/rollup-linux-arm64-musl": "4.61.1", - "@rollup/rollup-linux-loong64-gnu": "4.61.1", - "@rollup/rollup-linux-loong64-musl": "4.61.1", - "@rollup/rollup-linux-ppc64-gnu": "4.61.1", - "@rollup/rollup-linux-ppc64-musl": "4.61.1", - "@rollup/rollup-linux-riscv64-gnu": "4.61.1", - "@rollup/rollup-linux-riscv64-musl": "4.61.1", - "@rollup/rollup-linux-s390x-gnu": "4.61.1", - "@rollup/rollup-linux-x64-gnu": "4.61.1", - "@rollup/rollup-linux-x64-musl": "4.61.1", - "@rollup/rollup-openbsd-x64": "4.61.1", - "@rollup/rollup-openharmony-arm64": "4.61.1", - "@rollup/rollup-win32-arm64-msvc": "4.61.1", - "@rollup/rollup-win32-ia32-msvc": "4.61.1", - "@rollup/rollup-win32-x64-gnu": "4.61.1", - "@rollup/rollup-win32-x64-msvc": "4.61.1", + "@rollup/rollup-android-arm-eabi": "4.62.0", + "@rollup/rollup-android-arm64": "4.62.0", + "@rollup/rollup-darwin-arm64": "4.62.0", + "@rollup/rollup-darwin-x64": "4.62.0", + "@rollup/rollup-freebsd-arm64": "4.62.0", + "@rollup/rollup-freebsd-x64": "4.62.0", + "@rollup/rollup-linux-arm-gnueabihf": "4.62.0", + "@rollup/rollup-linux-arm-musleabihf": "4.62.0", + "@rollup/rollup-linux-arm64-gnu": "4.62.0", + "@rollup/rollup-linux-arm64-musl": "4.62.0", + "@rollup/rollup-linux-loong64-gnu": "4.62.0", + "@rollup/rollup-linux-loong64-musl": "4.62.0", + "@rollup/rollup-linux-ppc64-gnu": "4.62.0", + "@rollup/rollup-linux-ppc64-musl": "4.62.0", + "@rollup/rollup-linux-riscv64-gnu": "4.62.0", + "@rollup/rollup-linux-riscv64-musl": "4.62.0", + "@rollup/rollup-linux-s390x-gnu": "4.62.0", + "@rollup/rollup-linux-x64-gnu": "4.62.0", + "@rollup/rollup-linux-x64-musl": "4.62.0", + "@rollup/rollup-openbsd-x64": "4.62.0", + "@rollup/rollup-openharmony-arm64": "4.62.0", + "@rollup/rollup-win32-arm64-msvc": "4.62.0", + "@rollup/rollup-win32-ia32-msvc": "4.62.0", + "@rollup/rollup-win32-x64-gnu": "4.62.0", + "@rollup/rollup-win32-x64-msvc": "4.62.0", "fsevents": "~2.3.2" } }, diff --git a/app/frontend/src/App.jsx b/app/frontend/src/App.jsx index 28dcbc8..fcb9f9d 100644 --- a/app/frontend/src/App.jsx +++ b/app/frontend/src/App.jsx @@ -467,6 +467,8 @@ function App() { serverRunning={serverRunning} setServerRunning={setServerRunning} constraints={constraints} + setConstraints={setConstraints} + telemetry={telemetry} backendOptions={backendOptions} showAlert={showAlert} showConfirm={showConfirm} diff --git a/app/frontend/src/components/ModelManager.jsx b/app/frontend/src/components/ModelManager.jsx index ac7b506..ee40705 100644 --- a/app/frontend/src/components/ModelManager.jsx +++ b/app/frontend/src/components/ModelManager.jsx @@ -96,7 +96,7 @@ const COREML_MODEL_LIBRARY = [ }, ]; -function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRunning, constraints, backendOptions, showAlert = async ({ message }) => window.alert(message), showConfirm = async ({ message }) => window.confirm(message), activeTab }) { +function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRunning, constraints, setConstraints, telemetry, backendOptions, showAlert = async ({ message }) => window.alert(message), showConfirm = async ({ message }) => window.confirm(message), activeTab }) { const [localModels, setLocalModels] = useState([]); const [isLoadingModels, setIsLoadingModels] = useState(true); const [downloadingModelId, setDownloadingModelId] = useState(null); @@ -111,6 +111,7 @@ function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRun const [isUnloading, setIsUnloading] = useState(false); const [unloadProgress, setUnloadProgress] = useState({ progress: 0, phase: "" }); const [pendingLoadModel, setPendingLoadModel] = useState(null); + const [vramWarning, setVramWarning] = useState(null); const [backendInfo, setBackendInfo] = useState({ backendMode: "", backendBinary: "", backendDevice: "" }); const cancelLoadRef = React.useRef(false); @@ -320,16 +321,39 @@ function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRun await fetchModels(); }; + // Check VRAM and trigger warning or load directly + const checkVramAndLoad = async (modelId) => { + const modelInfo = getLocalModelInfo(modelId); + if (modelInfo && telemetry && telemetry.vram_total_gb > 0) { + const isCpuMode = constraints.backendType === "cpu" || !constraints.useGpu; + const isOpenVino = modelInfo.backendType === "openvino-npu"; + if (!isCpuMode && !isOpenVino) { + const freeVramGb = telemetry.vram_total_gb - telemetry.vram_used_gb; + const modelSizeGb = (modelInfo.sizeBytes || 0) / (1024 * 1024 * 1024); + if (modelSizeGb > freeVramGb) { + setVramWarning({ + modelId, + modelSizeGb, + freeVramGb, + totalVramGb: telemetry.vram_total_gb, + }); + return; + } + } + } + await performLoadModel(modelId); + }; + // Start the model server backend const handleLoadModel = async (modelId) => { if (activeModel && activeModel !== modelId && serverRunning) { setPendingLoadModel(modelId); return; } - await performLoadModel(modelId); + await checkVramAndLoad(modelId); }; - const performLoadModel = async (modelId) => { + const performLoadModel = async (modelId, forcedConstraints = null) => { const isTauriDesktop = typeof window !== "undefined" && window.__TAURI_INTERNALS__ !== undefined; const isLocalServerMode = typeof window !== "undefined" && (window.location.hostname === "localhost" || window.location.hostname === "127.0.0.1"); const backendStatus = await getBackendStatus(); @@ -373,27 +397,28 @@ function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRun try { const modelInfo = getLocalModelInfo(modelId); const isCoreMLModel = modelInfo?.format === "CoreML" || modelInfo?.backendType === "apple-npu"; + const activeConstraints = forcedConstraints || constraints; const loadConstraints = isCoreMLModel ? { - ...constraints, + ...activeConstraints, backendType: "apple-npu", useGpu: true, width: 512, height: 512, - steps: constraints.steps || 20, - cfgScale: constraints.cfgScale || 7, + steps: activeConstraints.steps || 20, + cfgScale: activeConstraints.cfgScale || 7, } : modelInfo?.backendType === "openvino-npu" ? { - ...constraints, + ...activeConstraints, backendType: "openvino-npu", useGpu: true, - width: constraints.width >= 1024 ? 1024 : 512, - height: constraints.height >= 1024 ? 1024 : 512, - steps: Math.max(1, Math.min(8, constraints.steps || 4)), - cfgScale: constraints.cfgScale || 1, + width: activeConstraints.width >= 1024 ? 1024 : 512, + height: activeConstraints.height >= 1024 ? 1024 : 512, + steps: Math.max(1, Math.min(8, activeConstraints.steps || 4)), + cfgScale: activeConstraints.cfgScale || 1, } - : constraints; + : activeConstraints; const response = await startServer(modelId, loadConstraints); console.log(response); @@ -466,7 +491,7 @@ function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRun setPendingLoadModel(null); await handleUnloadModel(); if (nextModel) { - await performLoadModel(nextModel); + await checkVramAndLoad(nextModel); } }; @@ -989,6 +1014,63 @@ function ModelManager({ activeModel, setActiveModel, serverRunning, setServerRun )} + + {vramWarning && ( +
+
+
+ +

VRAM Limit Exceeded

+
+

+ The model {vramWarning.modelId} is approximately {vramWarning.modelSizeGb.toFixed(1)} GB, which exceeds your currently available GPU VRAM of {vramWarning.freeVramGb.toFixed(1)} GB free (out of {vramWarning.totalVramGb.toFixed(1)} GB total). +

+ Loading this model on your GPU may fail, crash the backend, or cause extremely slow generation due to memory spilling. +

+
+ + + +
+
+
+ )} ); } diff --git a/scripts/build_from_source.sh b/scripts/build_from_source.sh index 3c55636..41e454e 100755 --- a/scripts/build_from_source.sh +++ b/scripts/build_from_source.sh @@ -139,7 +139,7 @@ cd "$BUILD_DIR" echo "" echo "=== Building CUDA Backend ===" rm -rf build-cuda && mkdir build-cuda && cd build-cuda -cmake .. -DSD_CUDA=ON -DSD_BUILD_SHARED_LIBS=ON -DCMAKE_BUILD_TYPE=Release +cmake .. -DSD_CUDA=ON -DSD_BUILD_SHARED_LIBS=ON -DCMAKE_BUILD_TYPE=Release -DGGML_CUDA_FORCE_MMQ=ON cmake --build . --config Release -j"$JOBS" echo "Copying CUDA binaries..." diff --git a/scripts/serve.cjs b/scripts/serve.cjs index da7f0f1..4c6907d 100644 --- a/scripts/serve.cjs +++ b/scripts/serve.cjs @@ -1484,7 +1484,11 @@ async function startBackend(settings = {}) { args.push("--vae-on-cpu"); } if (currentSettings.flashAttn) { - args.push("--fa"); + if (requestedBackend === "cuda") { + args.push("--diffusion-fa"); + } else { + args.push("--fa"); + } } } diff --git a/scripts/setup.sh b/scripts/setup.sh index eff71ba..e7a7f7f 100755 --- a/scripts/setup.sh +++ b/scripts/setup.sh @@ -363,16 +363,125 @@ if [[ $MAX_PERF -eq 1 ]] && [[ "$VENDOR" == "amd" || "$VENDOR" == "" ]]; then chmod +x "$ROCM_BACKEND_DIR/sd-rocm" "$ROCM_BACKEND_DIR/sd-server-rocm" 2>/dev/null || true fi -# CUDA backend on Linux is intentionally disabled. -# upstream leejet/stable-diffusion.cpp does not publish official Linux CUDA binaries -# (see https://github.com/leejet/stable-diffusion.cpp/issues/1291), and the only -# third-party build we evaluated (leaxer-ai/leaxer-stable-diffusion v0.1.0) loads -# models but segfaults during generation. Until a reliable Linux CUDA binary is -# available, Linux NVIDIA systems fall back to the Vulkan backend, which uses the -# same GPU via the vendor's Vulkan driver. -if [[ $MAX_PERF -eq 1 ]] && [[ "$VENDOR" == "nvidia" ]]; then - print_info "Linux CUDA backend is disabled pending a reliable upstream binary." - print_info "NVIDIA GPUs on Linux will use the Vulkan backend instead." +# CUDA backend on Linux: ask user, download prebuilt first, and compile from source as a fallback. +CUDA_BACKEND_DIR="$BACKEND_DIR/cuda" +if [[ "$VENDOR" == "nvidia" ]]; then + if [[ ! -f "$CUDA_BACKEND_DIR/sd-cuda" || ! -f "$CUDA_BACKEND_DIR/sd-server-cuda" ]]; then + echo "" + echo " ============================================================" + echo " NVIDIA GPU Detected" + echo " ============================================================" + echo " To get the best performance, you can use the CUDA backend." + echo " Setting this up can download a prebuilt binary or compile from" + echo " source (which takes 10-15 minutes)." + echo "" + echo " Alternatively, you can use the Vulkan backend which is already" + echo " installed and runs immediately (recommended for GTX cards)." + echo " ============================================================" + echo "" + + CHOOSE_CUDA="n" + if [[ -t 0 ]]; then + read -t 30 -rp " Do you want to proceed with CUDA setup? [y/N]: " CHOOSE_CUDA || CHOOSE_CUDA="n" + else + print_info "Non-interactive environment detected; defaulting to Vulkan." + fi + + if [[ "$CHOOSE_CUDA" =~ ^[Yy]$ ]]; then + TRY_DOWNLOAD=1 + PREBUILT_URL="https://github.com/leaxer-ai/leaxer-stable-diffusion/releases/download/v0.1.0/sd-server-x86_64-unknown-linux-gnu-cuda" + PREBUILT_CLI_URL="https://github.com/leaxer-ai/leaxer-stable-diffusion/releases/download/v0.1.0/sd-x86_64-unknown-linux-gnu-cuda" + + mkdir -p "$CUDA_BACKEND_DIR" + + print_info "Attempting to download prebuilt CUDA binary..." + if download_file "$PREBUILT_URL" "$CUDA_BACKEND_DIR/sd-server-cuda" "Prebuilt Linux CUDA Server" && \ + download_file "$PREBUILT_CLI_URL" "$CUDA_BACKEND_DIR/sd-cuda" "Prebuilt Linux CUDA CLI"; then + + chmod +x "$CUDA_BACKEND_DIR/sd-server-cuda" "$CUDA_BACKEND_DIR/sd-cuda" 2>/dev/null || true + + print_info "Testing downloaded prebuilt CUDA binary..." + if "$CUDA_BACKEND_DIR/sd-server-cuda" --help >/dev/null 2>&1; then + print_ok "Prebuilt CUDA binary verified and works! Skipping compilation." + TRY_DOWNLOAD=0 + else + print_warn "Prebuilt CUDA binary failed verification test (missing libraries or library mismatch)." + rm -f "$CUDA_BACKEND_DIR/sd-server-cuda" "$CUDA_BACKEND_DIR/sd-cuda" + fi + else + print_warn "Failed to download prebuilt CUDA binary." + rm -f "$CUDA_BACKEND_DIR/sd-server-cuda" "$CUDA_BACKEND_DIR/sd-cuda" + fi + + if [[ $TRY_DOWNLOAD -eq 1 ]]; then + if command -v nvcc >/dev/null 2>&1 && command -v cmake >/dev/null 2>&1 && command -v git >/dev/null 2>&1; then + print_info "NVIDIA GPU and CUDA compilation tools (nvcc, cmake, git) detected." + print_info "Building CUDA backend from source..." + + BUILD_DIR="$TOOLS_DIR/build-sd" + JOBS="$(getconf _NPROCESSORS_ONLN 2>/dev/null || echo 4)" + + if [[ ! -d "$BUILD_DIR" ]]; then + print_info "Cloning stable-diffusion.cpp..." + git clone https://github.com/leejet/stable-diffusion.cpp.git "$BUILD_DIR" + fi + + PUSHED_DIR="$(pwd)" + cd "$BUILD_DIR" + + print_info "Checking out pinned tag $SD_RELEASE..." + git fetch origin + git checkout -f "$SD_RELEASE" + git submodule update --init --recursive + + rm -rf build-cuda && mkdir build-cuda && cd build-cuda + + print_info "Running cmake for CUDA backend..." + if cmake .. -DSD_CUDA=ON -DSD_BUILD_SHARED_LIBS=ON -DCMAKE_BUILD_TYPE=Release -DGGML_CUDA_FORCE_MMQ=ON && \ + cmake --build . --config Release -j"$JOBS"; then + + mkdir -p "$CUDA_BACKEND_DIR" + if [[ -f bin/sd-server ]]; then + cp bin/sd-server "$CUDA_BACKEND_DIR/sd-cuda" + cp bin/sd-server "$CUDA_BACKEND_DIR/sd-server-cuda" + else + print_fail "CUDA build succeeded but bin/sd-server was not found." + cd "$PUSHED_DIR" + exit 1 + fi + + if [[ -f bin/sd ]]; then + cp bin/sd "$CUDA_BACKEND_DIR/sd-cli-cuda" + elif [[ -f bin/sd-cli ]]; then + cp bin/sd-cli "$CUDA_BACKEND_DIR/sd-cli-cuda" + fi + + SO_PATH_CUDA=$(find . -name "libstable-diffusion.so" | head -n 1) + if [[ -n "$SO_PATH_CUDA" ]]; then + cp "$SO_PATH_CUDA" "$CUDA_BACKEND_DIR/" + fi + + chmod +x "$CUDA_BACKEND_DIR/sd-cuda" "$CUDA_BACKEND_DIR/sd-server-cuda" 2>/dev/null || true + if [[ -f "$CUDA_BACKEND_DIR/sd-cli-cuda" ]]; then + chmod +x "$CUDA_BACKEND_DIR/sd-cli-cuda" 2>/dev/null || true + fi + print_ok "CUDA backend compiled and installed successfully from source." + else + print_warn "CUDA backend build from source failed. Falling back to Vulkan." + fi + cd "$PUSHED_DIR" + else + print_warn "CUDA compilation tools (nvcc, cmake, and/or git) are missing." + print_info "To compile the CUDA backend, install the NVIDIA CUDA Toolkit, cmake, and git." + print_info "Falling back to Vulkan." + fi + fi + else + print_info "Declined CUDA setup. Using Vulkan GPU backend instead." + fi + else + print_ok "CUDA backend already ready." + fi fi fi @@ -396,10 +505,14 @@ fi if [[ -d "$FRONTEND_NODE_MODULES" && ! -L "$FRONTEND_NODE_MODULES" ]]; then print_info "Migrating existing node_modules to $OS_LABEL..." - mv "$FRONTEND_NODE_MODULES" "$OS_NODE_MODULES" + if [[ -d "$OS_NODE_MODULES" ]]; then + rm -rf "$FRONTEND_NODE_MODULES" + else + mv "$FRONTEND_NODE_MODULES" "$OS_NODE_MODULES" + fi fi -rm -f "$FRONTEND_NODE_MODULES" +rm -rf "$FRONTEND_NODE_MODULES" mkdir -p "$OS_NODE_MODULES" ln -sf "$OS_LABEL" "$FRONTEND_NODE_MODULES"