Improve model download and runtime management#69

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IchenDEV merged 1 commit into from
Jul 29, 2026
Merged

Improve model download and runtime management #69

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1 change: 1 addition & 0 deletions Sources/App/AppState.swift
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
case idle
case downloading
case loadingModel
case recording
case transcribing
case processing
Expand Down
77 changes: 15 additions & 62 deletions Sources/App/VoicePipeline+Models.swift
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
let catalog = ModelCatalog.shared
catalog.refreshStatus()
let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
if shouldShowDownload {
appState.phase = .downloading
appState.statusMessage = L("pipeline.downloading")
appState.resetDownloadProgress()
catalog.updateLLMStatus(model, status: .downloading)
} else {
appState.statusMessage = L("pipeline.loading_llm")
catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
guard modelStatus == .downloaded || modelStatus == .ready else {
let message = L("model.download_required")
catalog.updateLLMStatus(model, status: .error(message))
appState.statusMessage = showFailureInStatus ? message : L("status.ready")
return
}

let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
let loaded = await textProcessor.warmUpLLM(
model: model,
estimatedDownloadBytes: estimatedDownloadBytes
) { [weak self] info in
guard shouldShowDownload else { return }
Task { @MainActor in
guard let self, self.appState.isDownloading else { return }
self.appState.updateDownloadProgress(info)
self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
catalog.llmModels[index].status = .downloading
catalog.llmModels[index].downloadProgress = info.fraction
catalog.llmModels[index].downloadDetail = info.detailText
}
}
}
appState.statusMessage = L("pipeline.loading_llm")
catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

let loaded = await textProcessor.warmUpLLM(model: model)
let ready = await textProcessor.isLLMReady
appState.llmModelReady = loaded && ready

if appState.llmModelReady {
if shouldShowDownload {
appState.phase = .idle
appState.resetDownloadProgress()
}
catalog.updateLLMStatus(model, status: .ready)
Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
appState.statusMessage = L("status.ready")
} else {
if shouldShowDownload {
appState.phase = .idle
appState.resetDownloadProgress()
}
catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
case .qwen3:
let settings = appState.settings
let catalog = ModelCatalog.shared
if !LocalASRRuntime.isReady(for: .qwen3),
!catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
do {
_ = try await LocalASRRuntime.ensurePythonPath(
for: .qwen3,
preferredPath: settings.localASRPythonPath
)
} catch {
Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
}
}
guard localASRIsAvailable(settings.qwenASRModel) else {
qwenSpeechEngine = nil
markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

let engine = WhisperEngine(modelName: modelID)
whisperEngine = engine
appState.phase = .downloading
appState.phase = .loadingModel
appState.statusMessage = L("pipeline.preparing_model")
appState.resetDownloadProgress()
catalog.updateWhisperStatus(modelID, status: .downloading)
catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

do {
try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

switch progress.stage {
case .downloading:
if alreadyDownloaded {
self.appState.statusMessage = L("pipeline.loading_model")
self.appState.resetDownloadProgress()
self.appState.downloadProgress = progress.fraction
catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
} else {
self.appState.updateDownloadProgress(progress.info)
self.appState.downloadProgress = progress.fraction
self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
catalog.updateWhisperStatus(
modelID,
status: .downloading,
detail: progress.detailText
)
}
self.appState.statusMessage = L("pipeline.loading_model")
self.appState.resetDownloadProgress()
self.appState.downloadProgress = progress.fraction
catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
case .compiling:
self.appState.statusMessage = L("pipeline.loading_model")
self.appState.resetDownloadProgress()
Expand Down
22 changes: 16 additions & 6 deletions Sources/App/VoicePipeline.swift
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

func warmUp() async {
let settings = appState.settings
let catalog = ModelCatalog.shared
catalog.refreshStatus(recheckingErrors: true)
let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
enabled: settings.preloadSpeechModelOnLaunch,
speechEngine: settings.speechEngine
speechEngine: settings.speechEngine,
modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
)
let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
enabled: settings.preloadFormattingModelOnLaunch,
useRemoteLLM: settings.useRemoteLLM,
modelID: settings.llmModel
modelID: settings.llmModel,
modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
)

if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
static func shouldPreloadSpeechModel(
enabled: Bool,
speechEngine: SpeechEngineType
speechEngine: SpeechEngineType,
modelDownloaded: Bool
) -> Bool {
enabled && speechEngine == .whisper
enabled && speechEngine == .whisper && modelDownloaded
}

static func shouldPreloadFormattingModel(
enabled: Bool,
useRemoteLLM: Bool,
modelID: String
modelID: String,
modelDownloaded: Bool
) -> Bool {
enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
enabled &&
!useRemoteLLM &&
modelDownloaded &&
!modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
}
}
Loading
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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Improve model download and runtime management#69

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 Merged

IchenDEV
merged 1 commit into

from

Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
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Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Improve model download and runtime management#69

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 Merged

IchenDEV
merged 1 commit into

from

Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Improve model download and runtime management#69

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IchenDEV
merged 1 commit into

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Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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Improve model download and runtime management#69

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to your account

 Merged

IchenDEV
merged 1 commit into

from

Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Improve model download and runtime management#69

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Already on GitHub?
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to your account

 Merged

IchenDEV
merged 1 commit into

from

Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Improve model download and runtime management#69

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 Merged

IchenDEV
merged 1 commit into

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Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
Improve model download and runtime management#69

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privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
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 Merged

IchenDEV
merged 1 commit into

from

Jul 29, 2026
 Merged


Improve model download and runtime management
#69
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1 change: 1 addition & 0 deletions
Sources/App/AppState.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@ import Combine
enum AppPhase: Equatable {
 case idle
 case downloading
 case loadingModel
 case recording
 case transcribing
 case processing
Expand Down

77 changes: 15 additions & 62 deletions
Sources/App/VoicePipeline+Models.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -46,50 +46,25 @@ extension VoicePipeline {
 let catalog = ModelCatalog.shared
 catalog.refreshStatus()
 let modelStatus = catalog.llmModels.first(where: { $0.id == model })?.status
 let shouldShowDownload = !(modelStatus == .downloaded || modelStatus == .ready)
 if shouldShowDownload {
 appState.phase = .downloading
 appState.statusMessage = L("pipeline.downloading")
 appState.resetDownloadProgress()
 catalog.updateLLMStatus(model, status: .downloading)
 } else {
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))
 guard modelStatus == .downloaded || modelStatus == .ready else {
 let message = L("model.download_required")
 catalog.updateLLMStatus(model, status: .error(message))
 appState.statusMessage = showFailureInStatus ? message : L("status.ready")
 return
 }

 let estimatedDownloadBytes = catalog.estimatedLLMDownloadBytes(model)
 let loaded = await textProcessor.warmUpLLM(
 model: model,
 estimatedDownloadBytes: estimatedDownloadBytes
 ) { [weak self] info in
 guard shouldShowDownload else { return }
 Task { @MainActor in
 guard let self, self.appState.isDownloading else { return }
 self.appState.updateDownloadProgress(info)
 self.appState.statusMessage = L("pipeline.downloading") + " \(info.percentText)"
 if let index = catalog.llmModels.firstIndex(where: { $0.id == model }) {
 catalog.llmModels[index].status = .downloading
 catalog.llmModels[index].downloadProgress = info.fraction
 catalog.llmModels[index].downloadDetail = info.detailText
 }
 }
 }
 appState.statusMessage = L("pipeline.loading_llm")
 catalog.updateLLMStatus(model, status: .loading, detail: L("model.loading"))

 let loaded = await textProcessor.warmUpLLM(model: model)
 let ready = await textProcessor.isLLMReady
 appState.llmModelReady = loaded && ready

 if appState.llmModelReady {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .ready)
 Log.info("[VoicePipeline] LLM model loaded into memory, ready for instant inference")
 appState.statusMessage = L("status.ready")
 } else {
 if shouldShowDownload {
 appState.phase = .idle
 appState.resetDownloadProgress()
 }
 catalog.updateLLMStatus(model, status: .error(L("pipeline.model_load_failed")))
 Log.info("[VoicePipeline] LLM warmup failed, will retry on demand")
 appState.statusMessage = showFailureInStatus ? L("pipeline.model_load_failed") : L("status.ready")
Expand DownExpand Up@@ -119,17 +94,6 @@ extension VoicePipeline {
 case .qwen3:
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 if !LocalASRRuntime.isReady(for: .qwen3),
 !catalog.asrModelPath(for: settings.qwenASRModel).isEmpty {
 do {
 _ = try await LocalASRRuntime.ensurePythonPath(
 for: .qwen3,
 preferredPath: settings.localASRPythonPath
 )
 } catch {
 Log.error("[VoicePipeline] Qwen ASR runtime migration failed: \(error.localizedDescription)")
 }
 }
 guard localASRIsAvailable(settings.qwenASRModel) else {
 qwenSpeechEngine = nil
 markSpeechModelDownloadRequired(showInStatus: requestPermission)
Expand DownExpand Up@@ -191,10 +155,10 @@ extension VoicePipeline {

 let engine = WhisperEngine(modelName: modelID)
 whisperEngine = engine
 appState.phase = .downloading
 appState.phase = .loadingModel
 appState.statusMessage = L("pipeline.preparing_model")
 appState.resetDownloadProgress()
 catalog.updateWhisperStatus(modelID, status: .downloading)
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))

 do {
 try await engine.loadModel { [weak self] progress in
Expand All@@ -204,21 +168,10 @@ extension VoicePipeline {

 switch progress.stage {
 case .downloading:
 if alreadyDownloaded {
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 } else {
 self.appState.updateDownloadProgress(progress.info)
 self.appState.downloadProgress = progress.fraction
 self.appState.statusMessage = L("pipeline.downloading") + " \(progress.info.percentText)"
 catalog.updateWhisperStatus(
 modelID,
 status: .downloading,
 detail: progress.detailText
 )
 }
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
 self.appState.downloadProgress = progress.fraction
 catalog.updateWhisperStatus(modelID, status: .loading, detail: L("model.loading"))
 case .compiling:
 self.appState.statusMessage = L("pipeline.loading_model")
 self.appState.resetDownloadProgress()
Expand Down

22 changes: 16 additions & 6 deletions
Sources/App/VoicePipeline.swift

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -36,14 +36,19 @@ final class VoicePipeline {

 func warmUp() async {
 let settings = appState.settings
 let catalog = ModelCatalog.shared
 catalog.refreshStatus(recheckingErrors: true)
 let llmStatus = catalog.llmModels.first(where: { $0.id == settings.llmModel })?.status
 let shouldLoadSpeech = StartupModelPreloadPolicy.shouldPreloadSpeechModel(
 enabled: settings.preloadSpeechModelOnLaunch,
 speechEngine: settings.speechEngine
 speechEngine: settings.speechEngine,
 modelDownloaded: catalog.isWhisperDownloaded(settings.whisperModel)
 )
 let shouldLoadFormatting = StartupModelPreloadPolicy.shouldPreloadFormattingModel(
 enabled: settings.preloadFormattingModelOnLaunch,
 useRemoteLLM: settings.useRemoteLLM,
 modelID: settings.llmModel
 modelID: settings.llmModel,
 modelDownloaded: llmStatus == .downloaded || llmStatus == .ready
 )

 if shouldLoadSpeech {
Expand DownExpand Up@@ -184,16 +189,21 @@ final class VoicePipeline {
enum StartupModelPreloadPolicy {
 static func shouldPreloadSpeechModel(
 enabled: Bool,
 speechEngine: SpeechEngineType
 speechEngine: SpeechEngineType,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && speechEngine == .whisper
 enabled && speechEngine == .whisper && modelDownloaded
 }

 static func shouldPreloadFormattingModel(
 enabled: Bool,
 useRemoteLLM: Bool,
 modelID: String
 modelID: String,
 modelDownloaded: Bool
 ) -> Bool {
 enabled && !useRemoteLLM && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 enabled &&
 !useRemoteLLM &&
 modelDownloaded &&
 !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
 }
}
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