diff --git a/app/frontend/package-lock.json b/app/frontend/package-lock.json
deleted file mode 100644
index 09d23b4..0000000
--- a/app/frontend/package-lock.json
+++ /dev/null
@@ -1,2028 +0,0 @@
-{
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diff --git a/app/frontend/src/App.jsx b/app/frontend/src/App.jsx
index 32df91b..2e4aa58 100644
--- a/app/frontend/src/App.jsx
+++ b/app/frontend/src/App.jsx
@@ -769,6 +769,7 @@ function App() {
activeModel={activeModel}
specs={specs}
backendOptions={backendOptions}
+ setBackendOptions={setBackendOptions}
serverRunning={serverRunning}
setServerRunning={setServerRunning}
setActiveModel={setActiveModel}
diff --git a/app/frontend/src/components/Generator.jsx b/app/frontend/src/components/Generator.jsx
index 7929037..5c5a92d 100644
--- a/app/frontend/src/components/Generator.jsx
+++ b/app/frontend/src/components/Generator.jsx
@@ -183,8 +183,11 @@ function Generator({
const settings = status.settings;
const currentModelName = settings.model ? settings.model.split(/[\\/]/).pop() : null;
const targetModelName = activeModel ? activeModel.split(/[\\/]/).pop() : null;
+ const requestedBackend = constraints.backendType || (constraints.useGpu === false ? "cpu" : "auto");
+ const currentBackend = settings.backendType || (settings.useGpu === false ? "cpu" : "auto");
+ const shouldCompareModel = requestedBackend !== "openvino-npu";
- if (currentModelName !== targetModelName ||
+ if ((shouldCompareModel && currentModelName !== targetModelName) ||
parseInt(settings.steps) !== parseInt(constraints.steps) ||
Math.abs(parseFloat(settings.cfgScale) - parseFloat(constraints.cfgScale)) > 0.05 ||
settings.sampler !== constraints.sampler ||
@@ -192,7 +195,7 @@ function Generator({
Boolean(settings.useGpu) !== (constraints.useGpu !== false) ||
parseInt(settings.width || 512) !== parseInt(constraints.width || 512) ||
parseInt(settings.height || 512) !== parseInt(constraints.height || 512) ||
- (settings.backendType || (settings.useGpu === false ? "cpu" : "auto")) !== (constraints.backendType || (constraints.useGpu === false ? "cpu" : "auto"))) {
+ currentBackend !== requestedBackend) {
needsRestart = true;
}
} else {
diff --git a/app/frontend/src/components/ModelManager.jsx b/app/frontend/src/components/ModelManager.jsx
index 69d95e7..c044987 100644
--- a/app/frontend/src/components/ModelManager.jsx
+++ b/app/frontend/src/components/ModelManager.jsx
@@ -726,6 +726,44 @@ function ModelManager({
return;
}
+ const isOpenVinoSelected = constraints.backendType === "openvino-npu";
+ const isOpenVinoModel = modelInfo.backendType === "openvino-npu";
+ const isCoreMLModel = modelInfo.format === "CoreML" || modelInfo.backendType === "apple-npu";
+ const isStandardWeights = /\.(safetensors|ckpt|gguf)$/i.test(modelId) || (!isOpenVinoModel && !isCoreMLModel);
+ if (isOpenVinoSelected && isStandardWeights) {
+ const gpuBackend = backendOptions?.options?.find((backend) =>
+ ["vulkan", "cuda", "rocm", "metal"].includes(backend.id)
+ );
+ const cpuBackend = backendOptions?.options?.find((backend) => backend.id === "cpu");
+ const targetBackend = gpuBackend || cpuBackend;
+
+ if (!targetBackend) {
+ await showAlert({
+ title: "Switch Backend Required",
+ message: `"${modelId}" is a standard weights file. OpenVINO NPU can only load downloaded OpenVINO model folders, and no GPU or CPU backend is currently installed.`,
+ danger: true,
+ });
+ return;
+ }
+
+ const confirmed = await showConfirm({
+ title: "Switch Accelerator?",
+ message: `"${modelId}" cannot load on OpenVINO NPU. Switch to ${targetBackend.label} and load it there?`,
+ confirmLabel: `Switch to ${targetBackend.label}`,
+ cancelLabel: "Cancel",
+ });
+ if (!confirmed) return;
+
+ const nextConstraints = {
+ ...constraints,
+ backendType: targetBackend.id,
+ useGpu: targetBackend.id !== "cpu",
+ };
+ setConstraints(nextConstraints);
+ await performLoadModel(modelId, nextConstraints);
+ return;
+ }
+
const totalSizeBytes = Number(modelInfo.sizeBytes) || 0;
if (totalSizeBytes <= 0) {
await performLoadModel(modelId);
@@ -944,6 +982,7 @@ function ModelManager({
let isReady = false;
let crashError = null;
+ let readyStatus = null;
const isOpenVinoModel = modelInfo?.backendType === "openvino-npu";
const maxStartupPolls = (isOpenVinoModel || isCoreMLModel) ? 1200 : 240;
for (let i = 0; i < maxStartupPolls; i++) {
@@ -967,6 +1006,7 @@ function ModelManager({
}
if (status.ready) {
isReady = true;
+ readyStatus = status;
break;
}
if (status.error) {
@@ -981,6 +1021,9 @@ function ModelManager({
}
if (isReady) {
+ const loadedModelId = readyStatus?.settings?.backendType === "openvino-npu"
+ ? (readyStatus.settings.model || readyStatus.loading?.model || modelId)
+ : modelId;
setModelLoadProgress((prev) => ({
...(prev || {}),
progress: 100,
@@ -988,9 +1031,9 @@ function ModelManager({
speed: "",
current: prev?.current || 0,
total: prev?.total || 0,
- model: modelId,
+ model: loadedModelId,
}));
- setActiveModel(modelId);
+ setActiveModel(loadedModelId);
setServerRunning(true);
} else {
throw new Error(crashError || `Model server failed to respond on port ${backendPort}.`);
diff --git a/app/frontend/src/components/Settings.jsx b/app/frontend/src/components/Settings.jsx
index 4fa0ecd..bbcd365 100644
--- a/app/frontend/src/components/Settings.jsx
+++ b/app/frontend/src/components/Settings.jsx
@@ -3,9 +3,22 @@ import {
Crop, Sliders, Cpu, Info, MessageSquare, SlidersHorizontal, Zap,
ChevronDown, Image, Type, Settings2, Gauge, Brain, Sparkles,
Monitor, HardDrive, MemoryStick, Thermometer, Hash, Layers,
- ChevronRight, Box, Wand2, Lightbulb, RotateCcw, Check, Palette, Volume2
+ ChevronRight, Box, Wand2, Lightbulb, RotateCcw, Check, Palette, Volume2,
+ DownloadCloud, RefreshCw
} from "lucide-react";
-import { stopServer, formatBytes, getLlmBackends, getLlmStats, getLlmStatus, benchmarkLlm, startLlm, stopLlm } from "../services/api";
+import {
+ stopServer,
+ formatBytes,
+ getLlmBackends,
+ getLlmStats,
+ getLlmStatus,
+ benchmarkLlm,
+ startLlm,
+ stopLlm,
+ downloadBackend,
+ getDownloadProgress,
+ getBackendOptions,
+} from "../services/api";
import { THEMES } from "../themes";
const ASPECT_RATIOS = [
@@ -200,6 +213,7 @@ function Settings({
activeModel,
specs,
backendOptions,
+ setBackendOptions,
serverRunning,
setServerRunning,
setActiveModel,
@@ -225,6 +239,13 @@ function Settings({
const [llmBackends, setLlmBackends] = useState({ available: [], candidates: [] });
const [llmStats, setLlmStats] = useState({ benchmarks: [] });
const [benchmarkBusy, setBenchmarkBusy] = useState(false);
+ const [backendDownload, setBackendDownload] = useState({
+ active: false,
+ backendId: "",
+ progress: 0,
+ speed: "",
+ error: null,
+ });
const [expandedSections, setExpandedSections] = useState(() => {
return {
@@ -273,6 +294,68 @@ function Settings({
const availableBackends = backendOptions?.options?.length
? backendOptions.options
: [{ id: "cpu", label: "CPU", available: true }];
+ const unavailableBackends = Array.isArray(backendOptions?.unavailable)
+ ? backendOptions.unavailable.filter((backend) => !availableBackends.some((available) => available.id === backend.id))
+ : [];
+ const visibleBackends = [...availableBackends, ...unavailableBackends.map((backend) => ({ ...backend, available: false }))];
+
+ const refreshBackendOptions = useCallback(async () => {
+ if (typeof setBackendOptions !== "function") return;
+ const nextOptions = await getBackendOptions();
+ setBackendOptions(nextOptions);
+ }, [setBackendOptions]);
+
+ useEffect(() => {
+ refreshBackendOptions().catch(() => {});
+ const handleFocus = () => refreshBackendOptions().catch(() => {});
+ const handleVisibility = () => {
+ if (document.visibilityState === "visible") handleFocus();
+ };
+ window.addEventListener("focus", handleFocus);
+ document.addEventListener("visibilitychange", handleVisibility);
+ return () => {
+ window.removeEventListener("focus", handleFocus);
+ document.removeEventListener("visibilitychange", handleVisibility);
+ };
+ }, [refreshBackendOptions]);
+
+ useEffect(() => {
+ if (!backendDownload.active) return undefined;
+ let cancelled = false;
+
+ const poll = async () => {
+ try {
+ const progress = await getDownloadProgress();
+ if (cancelled) return;
+ setBackendDownload((prev) => ({
+ ...prev,
+ active: Boolean(progress.active),
+ progress: Number(progress.progress ?? prev.progress ?? 0),
+ speed: progress.speed || prev.speed || "",
+ error: progress.error || null,
+ }));
+
+ if (!progress.active && !progress.error) {
+ await refreshBackendOptions();
+ }
+ } catch (err) {
+ if (!cancelled) {
+ setBackendDownload((prev) => ({
+ ...prev,
+ active: false,
+ error: err.message || "Download failed",
+ }));
+ }
+ }
+ };
+
+ poll();
+ const interval = setInterval(poll, 700);
+ return () => {
+ cancelled = true;
+ clearInterval(interval);
+ };
+ }, [backendDownload.active, refreshBackendOptions]);
const updateConstraint = (key, value) => {
setConstraints((prev) => ({
@@ -466,6 +549,33 @@ function Settings({
}));
};
+ const handleBackendDownload = async (backend) => {
+ if (!backend?.id || backendDownload.active) return;
+ try {
+ setBackendDownload({
+ active: true,
+ backendId: backend.id,
+ progress: 0,
+ speed: "Starting",
+ error: null,
+ });
+ await downloadBackend(backend.id);
+ } catch (err) {
+ setBackendDownload({
+ active: false,
+ backendId: backend.id,
+ progress: 0,
+ speed: "",
+ error: err.message || "Download failed",
+ });
+ await showAlert({
+ title: "Backend Download Failed",
+ message: err.message || "Could not start backend download.",
+ danger: true,
+ });
+ }
+ };
+
// ─── Image Settings ───
const renderImageSettings = () => (
<>
@@ -667,17 +777,79 @@ function Settings({
Accelerator
- {availableBackends.map((b) => (
+ {visibleBackends.map((b) => {
+ const isAvailable = b.available !== false;
+ const isDownloading = backendDownload.active && backendDownload.backendId === b.id;
+ return (
- ))}
+ );
+ })}
+ {unavailableBackends.length > 0 && (
+
+ {unavailableBackends.map((backend) => {
+ const isDownloading = backendDownload.active && backendDownload.backendId === backend.id;
+ const progress = Math.max(0, Math.min(100, Math.round(backendDownload.progress || 0)));
+ return (
+
+
+
+ {backend.label}
+
+
+ {isDownloading
+ ? `${progress}% ${backendDownload.speed ? `- ${backendDownload.speed}` : ""}`
+ : backendDownload.error && backendDownload.backendId === backend.id
+ ? backendDownload.error
+ : backend.reason}
+
+ {isDownloading && (
+
+ )}
+
+
+
+ );
+ })}
+