Jasper
673 lines
24 KiB
TypeScript
673 lines
24 KiB
TypeScript
import { useState, useEffect, useCallback, useRef } from 'react';
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import {
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Download,
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Trash2,
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X,
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ChevronDown,
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ChevronUp,
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Settings2,
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Eye,
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RefreshCw,
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} from 'lucide-react';
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import { Button } from '../../ui/button';
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import { useModelAndProvider } from '../../ModelAndProviderContext';
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import { defineMessages, useIntl } from '../../../i18n';
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import {
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listLocalModels,
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downloadHfModel,
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getLocalModelDownloadProgress,
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cancelLocalModelDownload,
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deleteLocalModel,
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type DownloadProgress,
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type DownloadModelRequest,
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type LocalModelResponse,
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} from '../../../acp/local-inference';
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import { HuggingFaceModelSearch } from './HuggingFaceModelSearch';
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import { ModelSettingsPanel } from './ModelSettingsPanel';
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import { Dialog, DialogContent, DialogHeader, DialogTitle } from '../../ui/dialog';
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import HuggingFaceSignInPrompt from '../auth/HuggingFaceSignInPrompt';
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import { acpSaveDefaults } from '../../../acp/providers';
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const i18n = defineMessages({
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title: {
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id: 'localInferenceSettings.title',
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defaultMessage: 'Local Inference Models',
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},
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description: {
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id: 'localInferenceSettings.description',
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defaultMessage:
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'Download and manage local LLM models for inference without API keys. Search HuggingFace for GGUF or MLX models, or use the featured picks below.',
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},
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downloading: {
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id: 'localInferenceSettings.downloading',
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defaultMessage: 'Downloading',
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},
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downloadedModels: {
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id: 'localInferenceSettings.downloadedModels',
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defaultMessage: 'Downloaded Models',
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},
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featuredModels: {
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id: 'localInferenceSettings.featuredModels',
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defaultMessage: 'Featured Models',
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},
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recommended: {
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id: 'localInferenceSettings.recommended',
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defaultMessage: 'Recommended',
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},
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download: {
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id: 'localInferenceSettings.download',
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defaultMessage: 'Download',
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},
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showRecommendedOnly: {
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id: 'localInferenceSettings.showRecommendedOnly',
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defaultMessage: 'Show recommended only',
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},
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showAllFeatured: {
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id: 'localInferenceSettings.showAllFeatured',
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defaultMessage: 'Show all featured ({count} more)',
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},
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modelSettings: {
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id: 'localInferenceSettings.modelSettings',
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defaultMessage: 'Model Settings',
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},
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noModels: {
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id: 'localInferenceSettings.noModels',
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defaultMessage: 'No models available',
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},
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downloadProgress: {
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id: 'localInferenceSettings.downloadProgress',
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defaultMessage: '{downloaded} / {total} ({percent}%)',
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},
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remaining: {
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id: 'localInferenceSettings.remaining',
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defaultMessage: '{time} remaining',
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},
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downloadFailed: {
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id: 'localInferenceSettings.downloadFailed',
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defaultMessage: 'Download failed',
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},
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downloadCancelled: {
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id: 'localInferenceSettings.downloadCancelled',
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defaultMessage: 'Download cancelled',
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},
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retry: {
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id: 'localInferenceSettings.retry',
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defaultMessage: 'Retry',
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},
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dismiss: {
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id: 'localInferenceSettings.dismiss',
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defaultMessage: 'Dismiss',
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},
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deleteConfirm: {
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id: 'localInferenceSettings.deleteConfirm',
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defaultMessage: 'Delete this model? You can re-download it later.',
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},
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modelSettingsTitle: {
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id: 'localInferenceSettings.modelSettingsTitle',
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defaultMessage: 'Model settings',
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},
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vision: {
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id: 'localInferenceSettings.vision',
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defaultMessage: 'Vision',
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},
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visionEncoderDownloading: {
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id: 'localInferenceSettings.visionEncoderDownloading',
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defaultMessage: 'Vision encoder downloading…',
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},
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visionEncoderNotDownloaded: {
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id: 'localInferenceSettings.visionEncoderNotDownloaded',
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defaultMessage: 'Vision encoder not downloaded',
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},
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huggingFaceSignInNote: {
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id: 'localInferenceSettings.huggingFaceSignInNote',
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defaultMessage:
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'Sign in to increase rate limits when searching and downloading models, and to access private or gated Hugging Face repositories.',
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},
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});
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const VisionBadge = ({
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model,
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intl,
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}: {
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model: LocalModelResponse;
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intl: ReturnType<typeof useIntl>;
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}) => {
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if (!model.visionCapable) return null;
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const mmproj = model.mmprojStatus;
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const isDownloaded = mmproj?.state === 'Downloaded';
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const isDownloading = mmproj?.state === 'Downloading';
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if (isDownloaded) {
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return (
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<span className="inline-flex items-center gap-1 text-xs text-green-400 bg-green-500/10 px-2 py-0.5 rounded">
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<Eye className="w-3 h-3" />
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{intl.formatMessage(i18n.vision)}
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</span>
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);
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}
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if (isDownloading) {
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const percent =
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mmproj && mmproj.progressPercent != null ? Math.round(mmproj.progressPercent) : null;
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return (
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<span className="inline-flex items-center gap-1 text-xs text-yellow-400 bg-yellow-500/10 px-2 py-0.5 rounded">
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<Eye className="w-3 h-3" />
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{intl.formatMessage(i18n.visionEncoderDownloading)}
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{percent != null && ` ${percent}%`}
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</span>
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);
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}
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return (
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<span className="inline-flex items-center gap-1 text-xs text-text-muted bg-background-subtle px-2 py-0.5 rounded">
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<Eye className="w-3 h-3" />
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{intl.formatMessage(i18n.vision)}
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</span>
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);
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};
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const formatBytes = (bytes: number): string => {
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if (bytes < 1024) return `${bytes}B`;
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if (bytes < 1024 * 1024) return `${(bytes / 1024).toFixed(0)}KB`;
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if (bytes < 1024 * 1024 * 1024) return `${(bytes / (1024 * 1024)).toFixed(0)}MB`;
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return `${(bytes / (1024 * 1024 * 1024)).toFixed(1)}GB`;
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};
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export const LocalInferenceSettings = () => {
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const intl = useIntl();
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const [models, setModels] = useState<LocalModelResponse[]>([]);
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const [downloads, setDownloads] = useState<Map<string, DownloadProgress>>(new Map());
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const [downloadRequests, setDownloadRequests] = useState<Map<string, DownloadModelRequest>>(
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new Map()
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);
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const [showAllFeatured, setShowAllFeatured] = useState(false);
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const [settingsOpenFor, setSettingsOpenFor] = useState<string | null>(null);
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const { currentModel, currentProvider, refreshCurrentModelAndProvider } = useModelAndProvider();
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const downloadSectionRef = useRef<HTMLDivElement>(null);
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const activePolls = useRef(new Set<string>());
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const selectedModelId = currentProvider === 'local' ? currentModel : null;
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const loadModels = useCallback(async (): Promise<LocalModelResponse[] | undefined> => {
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try {
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const models = await listLocalModels();
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if (models) {
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setModels(models);
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const downloadedIds = new Set(
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models
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.filter((model) => model.status.state === 'Downloaded')
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.map((model) => model.id)
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);
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if (downloadedIds.size > 0) {
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setDownloads((prev) => {
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const next = new Map(prev);
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downloadedIds.forEach((modelId) => next.delete(modelId));
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return next;
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});
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setDownloadRequests((prev) => {
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const next = new Map(prev);
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downloadedIds.forEach((modelId) => next.delete(modelId));
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return next;
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});
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}
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models.forEach((model) => {
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if (model.status.state === 'Downloading') {
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pollDownloadProgress(model.id);
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}
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});
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return models;
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}
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} catch (error) {
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console.error('Failed to load models:', error);
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}
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return undefined;
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// eslint-disable-next-line react-hooks/exhaustive-deps
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}, []);
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useEffect(() => {
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loadModels();
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// eslint-disable-next-line react-hooks/exhaustive-deps
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}, []);
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// Poll model list while any vision encoder is downloading
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useEffect(() => {
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const hasDownloadingMmproj = models.some(
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(m) => m.visionCapable && m.mmprojStatus?.state === 'Downloading'
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);
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if (!hasDownloadingMmproj) return;
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const interval = setInterval(() => {
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loadModels();
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}, 2000);
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return () => clearInterval(interval);
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}, [models, loadModels]);
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const selectModel = async (modelId: string) => {
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try {
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await acpSaveDefaults('local', modelId);
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await refreshCurrentModelAndProvider();
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} catch (error) {
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console.error('Failed to select model:', error);
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}
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};
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const startFeaturedDownload = async (modelId: string) => {
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const model = models.find((m) => m.id === modelId);
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if (!model) return;
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const request = { spec: model.id };
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try {
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await downloadHfModel(request);
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setDownloadRequests((prev) => new Map(prev).set(modelId, request));
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pollDownloadProgress(modelId);
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scrollToDownloads();
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} catch (error) {
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console.error('Failed to start download:', error);
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}
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};
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const scrollToDownloads = useCallback(() => {
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requestAnimationFrame(() => {
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downloadSectionRef.current?.scrollIntoView({ behavior: 'smooth', block: 'nearest' });
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});
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}, []);
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const pollDownloadProgress = (modelId: string) => {
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if (activePolls.current.has(modelId)) return;
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activePolls.current.add(modelId);
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const stopPolling = (interval: ReturnType<typeof setInterval>) => {
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clearInterval(interval);
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activePolls.current.delete(modelId);
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};
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const interval = setInterval(async () => {
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try {
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const progress = await getLocalModelDownloadProgress(modelId);
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if (progress) {
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setDownloads((prev) => new Map(prev).set(modelId, progress));
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if (progress.status === 'completed') {
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stopPolling(interval);
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setDownloads((prev) => {
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const next = new Map(prev);
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next.delete(modelId);
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return next;
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});
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await loadModels();
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await selectModel(modelId);
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} else if (progress.status === 'failed' || progress.status === 'cancelled') {
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stopPolling(interval);
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await loadModels();
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}
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} else {
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stopPolling(interval);
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}
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} catch {
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stopPolling(interval);
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}
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}, 1000);
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};
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const cancelDownload = async (modelId: string) => {
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try {
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await cancelLocalModelDownload(modelId);
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setDownloads((prev) => {
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const next = new Map(prev);
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const progress = next.get(modelId);
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if (progress) {
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next.set(modelId, { ...progress, status: 'cancelled' });
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}
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return next;
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});
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await loadModels();
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} catch (error) {
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console.error('Failed to cancel download:', error);
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}
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};
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const dismissDownload = (modelId: string) => {
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setDownloads((prev) => {
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const next = new Map(prev);
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next.delete(modelId);
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return next;
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});
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setDownloadRequests((prev) => {
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const next = new Map(prev);
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next.delete(modelId);
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return next;
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});
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};
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const retryDownload = async (modelId: string) => {
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const request = downloadRequests.get(modelId) ?? { spec: modelId };
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dismissDownload(modelId);
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try {
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const nextModelId = await downloadHfModel(request);
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setDownloadRequests((prev) => new Map(prev).set(nextModelId, request));
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pollDownloadProgress(nextModelId);
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scrollToDownloads();
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} catch (error) {
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console.error('Failed to retry download:', error);
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}
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};
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const handleDeleteModel = async (modelId: string) => {
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if (!window.confirm(intl.formatMessage(i18n.deleteConfirm))) return;
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try {
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await deleteLocalModel(modelId);
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const updatedModels = await loadModels();
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if (selectedModelId === modelId && updatedModels) {
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const remainingDownloaded = updatedModels.filter(
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(m) => m.id !== modelId && m.status.state === 'Downloaded'
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);
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if (remainingDownloaded.length > 0) {
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selectModel(remainingDownloaded[0].id);
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}
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}
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} catch (error) {
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console.error('Failed to delete model:', error);
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}
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};
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const handleHfDownloadStarted = (modelId: string, request: DownloadModelRequest) => {
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setDownloadRequests((prev) => new Map(prev).set(modelId, request));
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pollDownloadProgress(modelId);
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loadModels();
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scrollToDownloads();
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};
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const isDownloaded = (model: LocalModelResponse) => model.status.state === 'Downloaded';
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const isNotDownloaded = (model: LocalModelResponse) =>
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model.status.state === 'NotDownloaded' && !downloads.has(model.id);
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const downloadedModels = models.filter(isDownloaded);
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const notDownloadedModels = models.filter(isNotDownloaded);
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const recommendedModels = notDownloadedModels.filter((m) => m.recommended);
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const displayedFeatured = showAllFeatured ? notDownloadedModels : recommendedModels;
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const showFeaturedToggle = notDownloadedModels.length > recommendedModels.length;
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const activeDownloadIds = new Set(
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Array.from(downloads.entries())
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.filter(([, progress]) => progress.status === 'downloading')
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.map(([modelId]) => modelId)
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);
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return (
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<div className="space-y-6">
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<div>
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<h3 className="text-text-default font-medium">{intl.formatMessage(i18n.title)}</h3>
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<p className="text-xs text-text-muted max-w-2xl mt-1">
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{intl.formatMessage(i18n.description)}
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</p>
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</div>
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<HuggingFaceSignInPrompt description={intl.formatMessage(i18n.huggingFaceSignInNote)} />
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{/* Active Downloads */}
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{downloads.size > 0 && (
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<div ref={downloadSectionRef}>
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<h4 className="text-sm font-medium text-text-default mb-2">
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{intl.formatMessage(i18n.downloading)}
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</h4>
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<div className="space-y-2">
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{Array.from(downloads.entries()).map(([modelId, progress]) => {
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if (progress.status === 'completed') return null;
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return (
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<div
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key={modelId}
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className="border rounded-lg p-3 border-border-subtle bg-background-default"
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>
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<div className="flex items-center justify-between mb-2">
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<span className="text-sm font-medium text-text-default truncate">
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{modelId}
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</span>
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{progress.status === 'downloading' && (
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<Button
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variant="ghost"
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size="sm"
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onClick={() => cancelDownload(modelId)}
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className="text-destructive hover:text-destructive"
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>
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<X className="w-4 h-4" />
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</Button>
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)}
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</div>
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{progress.status === 'downloading' && (
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<div className="space-y-1">
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<div className="w-full bg-gray-700 rounded-full h-2">
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<div
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className="bg-blue-500 h-2 rounded-full transition-all duration-300"
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style={{ width: `${progress.progressPercent}%` }}
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/>
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</div>
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<div className="flex justify-between text-xs text-text-muted">
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<span>
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{intl.formatMessage(i18n.downloadProgress, {
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downloaded: formatBytes(progress.bytesDownloaded),
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total: formatBytes(progress.totalBytes),
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percent: progress.progressPercent.toFixed(0),
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})}
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</span>
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<span className="flex gap-2">
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{progress.etaSeconds != null && progress.etaSeconds > 0 && (
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<span>
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{intl.formatMessage(i18n.remaining, {
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time:
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progress.etaSeconds < 60
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? `${Math.round(progress.etaSeconds)}s`
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: `${Math.round(progress.etaSeconds / 60)}m`,
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})}
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</span>
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)}
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{progress.speedBps != null && progress.speedBps > 0 && (
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<span>{formatBytes(progress.speedBps)}/s</span>
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)}
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</span>
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</div>
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</div>
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)}
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{progress.status === 'failed' && (
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<div className="space-y-2">
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<p className="text-xs text-destructive">
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{progress.error || intl.formatMessage(i18n.downloadFailed)}
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</p>
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<div className="flex gap-2">
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<Button variant="outline" size="sm" onClick={() => retryDownload(modelId)}>
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<RefreshCw className="w-3 h-3 mr-1" />
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{intl.formatMessage(i18n.retry)}
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</Button>
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<Button variant="ghost" size="sm" onClick={() => dismissDownload(modelId)}>
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<X className="w-3 h-3 mr-1" />
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{intl.formatMessage(i18n.dismiss)}
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</Button>
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</div>
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</div>
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)}
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{progress.status === 'cancelled' && (
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<div className="space-y-2">
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<p className="text-xs text-text-muted">
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{progress.error || intl.formatMessage(i18n.downloadCancelled)}
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</p>
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<div className="flex gap-2">
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<Button variant="outline" size="sm" onClick={() => retryDownload(modelId)}>
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<RefreshCw className="w-3 h-3 mr-1" />
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{intl.formatMessage(i18n.retry)}
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</Button>
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<Button variant="ghost" size="sm" onClick={() => dismissDownload(modelId)}>
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<X className="w-3 h-3 mr-1" />
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{intl.formatMessage(i18n.dismiss)}
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</Button>
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</div>
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</div>
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)}
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</div>
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);
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})}
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</div>
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</div>
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)}
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{/* Downloaded Models */}
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{downloadedModels.length > 0 && (
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<div>
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<h4 className="text-sm font-medium text-text-default mb-2">
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{intl.formatMessage(i18n.downloadedModels)}
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</h4>
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<div className="space-y-2">
|
|
{downloadedModels.map((model) => {
|
|
const isSelected = selectedModelId === model.id;
|
|
return (
|
|
<div
|
|
key={model.id}
|
|
className={`border rounded-lg p-3 transition-colors ${
|
|
isSelected
|
|
? 'border-accent-primary bg-accent-primary/5'
|
|
: 'border-border-subtle bg-background-default hover:border-border-default'
|
|
}`}
|
|
>
|
|
<div className="flex items-center justify-between">
|
|
<div className="flex items-center gap-2">
|
|
<input
|
|
type="radio"
|
|
checked={isSelected}
|
|
onChange={() => selectModel(model.id)}
|
|
className="cursor-pointer"
|
|
/>
|
|
<span className="text-sm font-medium text-text-default">{model.id}</span>
|
|
<span className="text-xs text-text-muted">
|
|
{formatBytes(model.sizeBytes)}
|
|
</span>
|
|
{model.recommended && (
|
|
<span className="text-xs bg-blue-500 text-white px-2 py-0.5 rounded">
|
|
{intl.formatMessage(i18n.recommended)}
|
|
</span>
|
|
)}
|
|
<VisionBadge model={model} intl={intl} />
|
|
</div>
|
|
<div className="flex items-center gap-1">
|
|
<Button
|
|
variant="ghost"
|
|
size="sm"
|
|
onClick={() => setSettingsOpenFor(model.id)}
|
|
title={intl.formatMessage(i18n.modelSettingsTitle)}
|
|
>
|
|
<Settings2 className="w-4 h-4" />
|
|
</Button>
|
|
<Button
|
|
variant="ghost"
|
|
size="sm"
|
|
onClick={() => handleDeleteModel(model.id)}
|
|
className="text-destructive hover:text-destructive"
|
|
>
|
|
<Trash2 className="w-4 h-4" />
|
|
</Button>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
);
|
|
})}
|
|
</div>
|
|
</div>
|
|
)}
|
|
|
|
{/* Featured Models (not yet downloaded) */}
|
|
{displayedFeatured.length > 0 && (
|
|
<div>
|
|
<h4 className="text-sm font-medium text-text-default mb-2">
|
|
{intl.formatMessage(i18n.featuredModels)}
|
|
</h4>
|
|
<div className="space-y-2">
|
|
{displayedFeatured.map((model) => (
|
|
<div
|
|
key={model.id}
|
|
className="border rounded-lg p-3 border-border-subtle bg-background-default hover:border-border-default"
|
|
>
|
|
<div className="flex items-center justify-between gap-3">
|
|
<div className="flex-1 min-w-0">
|
|
<div className="flex items-center gap-2 flex-wrap">
|
|
<h4 className="text-sm font-medium text-text-default">{model.id}</h4>
|
|
<span className="text-xs text-text-muted">
|
|
{formatBytes(model.sizeBytes)}
|
|
</span>
|
|
{model.recommended && (
|
|
<span className="text-xs bg-blue-500 text-white px-2 py-0.5 rounded">
|
|
{intl.formatMessage(i18n.recommended)}
|
|
</span>
|
|
)}
|
|
<VisionBadge model={model} intl={intl} />
|
|
</div>
|
|
</div>
|
|
<Button
|
|
variant="outline"
|
|
size="sm"
|
|
onClick={() => startFeaturedDownload(model.id)}
|
|
>
|
|
<Download className="w-4 h-4 mr-1" />
|
|
{intl.formatMessage(i18n.download)}
|
|
</Button>
|
|
</div>
|
|
</div>
|
|
))}
|
|
</div>
|
|
|
|
{showFeaturedToggle && (
|
|
<Button
|
|
variant="ghost"
|
|
size="sm"
|
|
onClick={() => setShowAllFeatured(!showAllFeatured)}
|
|
className="w-full text-text-muted hover:text-text-default mt-2"
|
|
>
|
|
{showAllFeatured ? (
|
|
<>
|
|
<ChevronUp className="w-4 h-4 mr-1" />
|
|
{intl.formatMessage(i18n.showRecommendedOnly)}
|
|
</>
|
|
) : (
|
|
<>
|
|
<ChevronDown className="w-4 h-4 mr-1" />
|
|
{intl.formatMessage(i18n.showAllFeatured, {
|
|
count: notDownloadedModels.length - displayedFeatured.length,
|
|
})}
|
|
</>
|
|
)}
|
|
</Button>
|
|
)}
|
|
</div>
|
|
)}
|
|
|
|
{/* HuggingFace Search */}
|
|
<div className="border-t border-border-subtle pt-4">
|
|
<HuggingFaceModelSearch
|
|
onDownloadStarted={handleHfDownloadStarted}
|
|
activeDownloadIds={activeDownloadIds}
|
|
downloadedModelIds={
|
|
new Set(models.filter((m) => m.status.state === 'Downloaded').map((m) => m.id))
|
|
}
|
|
/>
|
|
</div>
|
|
|
|
{models.length === 0 && (
|
|
<div className="text-center py-6 text-text-muted text-sm">
|
|
{intl.formatMessage(i18n.noModels)}
|
|
</div>
|
|
)}
|
|
|
|
<Dialog
|
|
open={!!settingsOpenFor}
|
|
onOpenChange={(open) => {
|
|
if (!open) setSettingsOpenFor(null);
|
|
}}
|
|
>
|
|
<DialogContent className="max-h-[80vh] overflow-y-auto sm:max-w-xl">
|
|
<DialogHeader>
|
|
<DialogTitle>{intl.formatMessage(i18n.modelSettings)}</DialogTitle>
|
|
<p className="text-sm text-text-muted">{settingsOpenFor || ''}</p>
|
|
</DialogHeader>
|
|
{settingsOpenFor && <ModelSettingsPanel modelId={settingsOpenFor} />}
|
|
</DialogContent>
|
|
</Dialog>
|
|
</div>
|
|
);
|
|
};
|