Swift Package Index

Build Information

Successful build of MLXAudio, reference v0.1.7 (6fd938), with Swift 6.3 for macOS (SPM) on 29 Oct 2026 03:52:30 UTC.

Swift 6 data race errors: 0

Build Command

env DEVELOPER_DIR=/Applications/Xcode-26.5.0.app xcrun swift build --arch arm64

Build Log

========================================
RunAll
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Builder version: 5.1.3
Interrupt handler set up.
========================================
Checkout
========================================
Clone URL: https://github.com/Blaizzy/mlx-audio-swift.git
Reference: v0.1.7
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/Blaizzy/mlx-audio-swift
 * tag               v0.1.7     -> FETCH_HEAD
HEAD is now at 6fd9386 Add MOSS-Music support (#313)
Cloned https://github.com/Blaizzy/mlx-audio-swift.git
Revision (git rev-parse @):
6fd938669e45412f5c35e011e7086ecd20397dbd
SUCCESS checkout https://github.com/Blaizzy/mlx-audio-swift.git at v0.1.7
========================================
Build
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Selected platform:         macosSpm
Swift version:             6.3
Building package at path:  $PWD
https://github.com/Blaizzy/mlx-audio-swift.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.5.0.app xcrun swift build --arch arm64
Building for debugging...
[0/252] Write sources
[2/252] Write mlx-audio-swift-lid-entitlement.plist
[2/252] Write sources
[4/252] Write mlx-audio-swift-tts-entitlement.plist
[4/252] Copying gpt2_tokenizer_config.json
[5/252] Write mlx-audio-swift-stt-entitlement.plist
[5/252] Write sources
[9/252] Copying t5_tokenizer_config.json
[9/252] Write mlx-audio-swift-sts-entitlement.plist
[11/252] Copying PrivacyInfo.xcprivacy
[12/252] Write sources
[12/252] Write mlx-audio-swift-codec-entitlement.plist
[14/252] Write sources
[40/252] Compiling _NumericsShims _NumericsShims.c
[41/252] Compiling version.cpp
[42/252] Write swift-version-69A768CDF2A0BEE1.txt
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[173/465] Emitting module Crypto
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[572/628] Compiling MLX MLXFastKernel.swift
[573/628] Compiling MLX MaterializedArray.swift
[574/628] Compiling MLX Memory.swift
[575/628] Compiling MLX Nested.swift
[576/628] Compiling MLX NestedArrayElement.swift
[577/628] Compiling MLX Ops+Array.swift
[578/628] Compiling MLX Ops.swift
[579/628] Compiling MLX ParameterTypes.swift
[580/628] Compiling MLX ArrayAt.swift
[581/628] Compiling MLX Cmlx+Util.swift
[582/628] Compiling MLX DType.swift
[583/628] Compiling MLX Device.swift
[584/628] Compiling MLX Distributed.swift
[585/628] Compiling MLX Transforms+Internal.swift
[586/628] Compiling MLX Transforms+Vmap.swift
[587/628] Compiling MLX Transforms.swift
[588/628] Compiling MLX WiredMemory.swift
[589/628] Compiling MLX ErrorHandler.swift
[590/628] Compiling MLX Export.swift
[591/628] Compiling MLX FFT.swift
[592/628] Compiling MLX Factory.swift
[593/628] Compiling MLX Foundation+Util.swift
[594/628] Emitting module MLX
[595/628] Compiling MLX GPU+Metal.swift
[596/628] Compiling MLX GraphUtils.swift
[597/628] Compiling MLX IO+Concurrent.swift
[598/628] Compiling MLX IO.swift
[599/628] Compiling MLX Linalg.swift
[600/628] Compiling MLX Protocols.swift
[601/628] Compiling MLX Random.swift
[602/628] Compiling MLX State.swift
[603/628] Compiling MLX Stream.swift
[604/628] Compiling MLX MLXArray+Normalizer.swift
[605/628] Compiling MLX MLXArray+Ops.swift
[606/628] Compiling MLX MLXArray+maskFill.swift
[607/628] Compiling MLX MLXArray.swift
[608/628] Compiling MLX MLXCustomFunction.swift
[609/628] Compiling MLX Logging.swift
[610/628] Compiling MLX MLXArray+Bytes.swift
[611/628] Compiling MLX MLXArray+Indexing.swift
[612/628] Compiling MLX MLXArray+Init.swift
[613/628] Compiling MLX MLXArray+Metal.swift
[614/654] Compiling MLXFast MLXFastKernel.swift
[615/654] Emitting module MLXFast
[616/654] Compiling MLXFast MLXFast.swift
[617/654] Compiling MLXFFT FFT.swift
[618/654] Emitting module MLXFFT
[619/654] Emitting module MLXRandom
[620/654] Compiling MLXRandom Random.swift
[621/654] Compiling MLXNN Recurrent.swift
[622/654] Compiling MLXNN Transformer.swift
[623/654] Compiling MLXNN PositionalEncoding.swift
[624/654] Compiling MLXNN Quantized.swift
[625/654] Compiling MLXNN Normalization.swift
[626/654] Compiling MLXNN Pooling.swift
[627/656] Compiling MLXNN MaterializedModule.swift
[628/656] Compiling MLXNN Module.swift
[629/656] Compiling MLXNN Linear.swift
[630/656] Compiling MLXNN Losses.swift
[631/656] Compiling MLXNN Dropout.swift
[632/656] Compiling MLXNN Embedding.swift
[633/656] Compiling MLXNN ConvolutionTransposed.swift
[634/656] Compiling MLXNN Distributed.swift
[635/656] Compiling MLXNN Containers.swift
[636/656] Compiling MLXNN Convolution.swift
[637/656] Compiling MLXNN Activations.swift
[638/656] Compiling MLXNN Cache.swift
[639/656] Emitting module MLXNN
[640/656] Compiling MLXNN Upsample.swift
[641/656] Compiling MLXNN ValueAndGrad.swift
[642/710] Compiling MLXAudioCore AttentionUtils.swift
[643/710] Compiling MLXAudioCore CacheCapabilities.swift
[644/710] Compiling MLXAudioCore CacheConfiguration.swift
[645/710] Compiling MLXAudioCore CacheFactory.swift
[646/710] Compiling MLXAudioCore KVCacheProtocol.swift
[647/710] Compiling MLXAudioCore KVCacheRuntime.swift
[648/710] Compiling MLXAudioCore KVCache.swift
[649/710] Compiling MLXAudioCore KVCacheConfiguration.swift
[650/710] Compiling MLXAudioCore KVCacheTree.swift
[651/710] Compiling MLXAudioCore MaterializedKVCache.swift
[652/712] Compiling MLXAudioCore GenerateParameters.swift
[653/712] Compiling MLXAudioCore GenerationTypes.swift
[654/712] Compiling MLXAudioCore AudioUtils.swift
[655/712] Compiling MLXAudioCore DSP.swift
[656/712] Emitting module MLXAudioG2P
[657/712] Compiling MLXAudioCore AudioPlayer.swift
[658/712] Compiling MLXAudioCore AudioSessionManager.swift
[659/712] Compiling MLXAudioCore TurboQuantKVCache.swift
[660/712] Compiling MLXAudioCore TurboQuantKernels.swift
[661/712] Compiling MLXAudioG2P Tokenizer.swift
[662/712] Compiling MLXAudioG2P Weights.swift
[663/712] Compiling MLXAudioCore ToolCallPolicy.swift
[664/712] Compiling MLXAudioCore ToolCallRecoveryPolicy.swift
[665/712] Compiling MLXAudioCore Compile.swift
[666/712] Compiling MLXAudioCore RoPEApplication.swift
[667/712] Compiling MLXAudioCore LLMModel.swift
[668/712] Compiling MLXAudioCore LanguageModel.swift
[669/712] Compiling MLXAudioCore LoRAModel.swift
[670/715] Compiling MLXAudioCore ModelSamplingOptions.swift
[671/715] Compiling MLXAudioCore Prefill.swift
[672/715] Compiling MLXAudioCore PrefillParameters.swift
[673/715] Compiling MLXAudioCore Sampling.swift
[674/715] Compiling MLXAudioCore Qwen2.swift
[675/715] Compiling MLXAudioCore WeightSanitization.swift
[676/715] Compiling MLXAudioCore ModelUtils.swift
[681/715] Compiling MLXAudioCore PCMStreamConverter.swift
[682/715] Compiling MLXAudioCore SendingBox.swift
[683/715] Compiling MLXAudioCore SentencePieceTokenizer.swift
[684/715] Emitting module MLXAudioCore
[701/775] Compiling MLXAudioVAD SortformerFeatures.swift
[702/775] Compiling MLXAudioVAD SpeechSegmenter.swift
[703/776] Compiling MLXAudioVAD VADOutput.swift
[704/776] Emitting module MLXAudioCodecs
[705/781] Compiling MLXAudioVAD SortformerConfig.swift
[706/781] Compiling MLXAudioVAD SmartTurnFeatures.swift
[707/781] Compiling MLXAudioVAD SmartTurnConfig.swift
[708/781] Compiling MLXAudioVAD SmartTurn.swift
[709/781] Compiling MLXAudioCodecs AudioCodecModel.swift
[710/781] Compiling MLXAudioCodecs AudioCodecs.swift
[711/781] Compiling MLXAudioVAD SileroVADConfig.swift
[712/781] Emitting module MLXAudioVAD
[713/781] Compiling MLXAudioVAD Sortformer.swift
[714/781] Compiling MLXAudioCodecs EncodecLayers.swift
[715/781] Compiling MLXAudioCodecs EncodecQuantization.swift
[716/781] Compiling MLXAudioCodecs FishS1DAC.swift
[717/781] Compiling MLXAudioCodecs FishS1DACConfig.swift
[718/781] Compiling MLXAudioCodecs FishS1DACLayers.swift
[719/781] Compiling MLXAudioCodecs MiMoAudioTokenizerConfig.swift
[720/781] Compiling MLXAudioCodecs MiMoAudioTokenizerLayers.swift
[721/781] Compiling MLXAudioCodecs Conv.swift
[722/781] Compiling MLXAudioCodecs Mimi.swift
[723/781] Compiling MLXAudioCodecs Quantization.swift
[724/781] Compiling MLXAudioCodecs FishS1DACQuantization.swift
[725/781] Compiling MLXAudioCodecs FishS1DACTransformer.swift
[726/781] Compiling MLXAudioCodecs HiggsAudioTokenizer.swift
[727/781] Compiling MLXAudioCodecs MiMoAudioTokenizer.swift
[728/781] Compiling MLXAudioCodecs MiMoAudioTokenizerAudio.swift
[731/781] Compiling MLXAudioCodecs BigVGAN.swift
[732/781] Compiling MLXAudioCodecs BigVGANConfig.swift
[733/781] Compiling MLXAudioCodecs BigVGANLayers.swift
[734/781] Compiling MLXAudioCodecs DACVAE.swift
[735/781] Compiling MLXAudioCodecs DescriptDACConfig.swift
[736/781] Compiling MLXAudioCodecs DescriptQuantization.swift
[737/781] Compiling MLXAudioCodecs EcapaTdnnBackbone.swift
[738/781] Compiling MLXAudioCodecs EcapaTdnnConfig.swift
[739/781] Compiling MLXAudioCodecs Encodec.swift
[740/781] Compiling MLXAudioCodecs EncodecConfig.swift
[741/781] Compiling MLXAudioCodecs HiFTGenerator.swift
[742/781] Compiling MLXAudioCodecs S3GenMel.swift
[743/781] Compiling MLXAudioCodecs StepAudio2.swift
[744/781] Compiling MLXAudioCodecs Attention.swift
[745/781] Compiling MLXAudioCodecs Config.swift
[746/781] Compiling MLXAudioCodecs Layers.swift
[747/781] Compiling MLXAudioCodecs SNACDecoder.swift
[748/781] Compiling MLXAudioCodecs VQ.swift
[749/781] Compiling MLXAudioCodecs Vocos.swift
[750/781] Compiling MLXAudioCodecs VocosBackbone.swift
[751/781] Compiling MLXAudioCodecs DACVAEConfig.swift
[752/781] Compiling MLXAudioCodecs DACVAEDecoder.swift
[753/781] Compiling MLXAudioCodecs DACVAEEncoder.swift
[754/781] Compiling MLXAudioCodecs DACVAELayers.swift
[755/781] Compiling MLXAudioCodecs DACVAEWatermark.swift
[756/781] Compiling MLXAudioCodecs DescriptDAC.swift
[757/781] Compiling MLXAudioCodecs Seanet.swift
[758/781] Compiling MLXAudioCodecs Transformer.swift
[759/781] Compiling MLXAudioCodecs MossAudioTokenizer.swift
[760/781] Compiling MLXAudioCodecs NemotronVoiceChatCodec.swift
[761/781] Compiling MLXAudioCodecs NemotronVoiceChatCodecConfig.swift
[762/781] Compiling MLXAudioCodecs NemotronVoiceChatCodecLoading.swift
[763/781] Compiling MLXAudioCodecs S3TokenizerV2.swift
[764/781] Compiling MLXAudioCodecs CAMPPlus.swift
[765/781] Compiling MLXAudioCodecs ConformerEncoder.swift
[766/781] Compiling MLXAudioCodecs FlowMatching.swift
[767/1029] Compiling MLXAudioLID EcapaMelSpectrogram.swift
[768/1029] Compiling MLXAudioLID Wav2Vec2Config.swift
[769/1029] Compiling MLXAudioLID EcapaTdnnLayers.swift
[770/1029] Compiling MLXAudioLID Wav2Vec2Layers.swift
[771/1029] Compiling MLXAudioLID EcapaTdnnLID.swift
[772/1029] Compiling MLXAudioLID EcapaTdnnConfig.swift
[773/1029] Compiling MLXAudioLID LIDOutput.swift
[774/1029] Emitting module MLXAudioLID
[775/1029] Compiling MLXAudioLID Wav2Vec2LID.swift
[776/1031] Emitting module mlx_audio_swift_codec
[777/1031] Compiling mlx_audio_swift_codec App.swift
[777/1031] Write Objects.LinkFileList
[779/1031] Emitting module mlx_audio_swift_lid
[780/1031] Compiling mlx_audio_swift_lid App.swift
[780/1031] Write Objects.LinkFileList
[782/1031] Emitting module MLXAudioSTT
[783/1043] Compiling MLXAudioTTS T3GPT2Model.swift
[784/1043] Compiling MLXAudioTTS T3Model.swift
[785/1043] Compiling MLXAudioTTS VoiceEncoder.swift
[786/1043] Compiling MLXAudioTTS LlamaTTSConfig.swift
[787/1043] Compiling MLXAudioTTS CSMLlamaModel.swift
[788/1043] Compiling MLXAudioSTT GraniteSpeech5CTCModel.swift
[789/1043] Compiling MLXAudioSTT GraniteSpeechNARConfig.swift
[790/1043] Compiling MLXAudioSTT GraniteSpeechNAREncoder.swift
[791/1043] Compiling MLXAudioSTT GraniteSpeechNARFrontend.swift
[792/1043] Compiling MLXAudioSTT GraniteSpeechNARModel.swift
[793/1043] Compiling MLXAudioSTT GraniteSpeechNARProjector.swift
[794/1043] Compiling MLXAudioSTT HiggsAudio3Config.swift
[795/1043] Compiling MLXAudioSTT ParakeetCTCLayers.swift
[796/1043] Compiling MLXAudioSTT ParakeetConfig.swift
[797/1043] Compiling MLXAudioSTT ParakeetConformer.swift
[798/1043] Compiling MLXAudioSTT ParakeetModel.swift
[799/1043] Compiling MLXAudioSTT ParakeetNemoAliases.swift
[800/1043] Compiling MLXAudioSTT ParakeetRedux.swift
[801/1043] Compiling MLXAudioSTT ParakeetTokenizer.swift
[802/1043] Compiling MLXAudioSTT Phonon2Config.swift
[803/1043] Compiling MLXAudioSTT Phonon2Model.swift
[804/1043] Compiling MLXAudioSTT Phonon2PackedLinear.swift
[805/1043] Compiling MLXAudioSTT Qwen2AudioConfig.swift
[806/1043] Compiling MLXAudioSTT VibeVoiceModel.swift
[807/1043] Compiling MLXAudioSTT VoxtralAudio.swift
[808/1043] Compiling MLXAudioSTT VoxtralConfig.swift
[809/1043] Compiling MLXAudioSTT VoxtralModel.swift
[810/1043] Compiling MLXAudioSTT VoxtralRealtime.swift
[811/1043] Compiling MLXAudioSTT VoxtralRealtimeAudio.swift
[812/1043] Compiling MLXAudioSTT VoxtralRealtimeConfig.swift
[813/1043] Compiling MLXAudioSTT VoxtralRealtimeDecoder.swift
[814/1043] Compiling MLXAudioSTT VoxtralRealtimeEncoder.swift
[815/1043] Compiling MLXAudioSTT VoxtralRealtimeStreamSession.swift
[816/1043] Compiling MLXAudioSTT VoxtralRealtimeTranscriptText.swift
[817/1043] Compiling MLXAudioSTT Wav2Vec2CTC.swift
[818/1043] Compiling MLXAudioSTT Wav2Vec2STTConfig.swift
[819/1043] Compiling MLXAudioSTT WhisperAudio.swift
[820/1043] Compiling MLXAudioSTT WhisperConfig.swift
[821/1043] Compiling MLXAudioSTT WhisperLayers.swift
[822/1043] Compiling MLXAudioSTT WhisperModel.swift
[823/1057] Emitting module MLXAudioTTS
[824/1057] Compiling MLXAudioSTT VibeVoiceConfig.swift
[825/1057] Compiling MLXAudioSTT MingBackbone.swift
[826/1057] Compiling MLXAudioSTT MingRecurrent.swift
[827/1057] Compiling MLXAudioSTT MoonshineConfig.swift
[828/1057] Compiling MLXAudioSTT MoonshineModel.swift
[829/1057] Compiling MLXAudioSTT MossMusicAudio.swift
[830/1057] Compiling MLXAudioSTT MossMusicConfig.swift
[831/1057] Compiling MLXAudioSTT MossMusicLoading.swift
[832/1057] Compiling MLXAudioSTT MossMusicModel.swift
[833/1057] Compiling MLXAudioSTT MossMusicText.swift
[834/1057] Compiling MLXAudioSTT MossMusicTokenizer.swift
[835/1057] Compiling MLXAudioSTT MossTranscribeDiarize.swift
[836/1057] Compiling MLXAudioSTT MossTranscribeDiarizeConfig.swift
[837/1057] Compiling MLXAudioSTT ParakeetAudio.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Voxtral/VoxtralModel.swift:162:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
160 |         for _ in 0 ..< p.maxTokens {
161 |             if Task.isCancelled { break }
162 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
163 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
164 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:46:17: warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 44 |             let block = Self.growthBlock
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
    |                 `- warning: variable 'grownKeys' was never mutated; consider changing to 'let' constant
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/VoxtralRealtime/VoxtralRealtimeEncoder.swift:47:17: warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 45 |             let grown = min(capacity, ((count + n + block - 1) / block) * block)
 46 |             var grownKeys = MLXArray.zeros([grown, newKeys.shape[1]], dtype: newKeys.dtype)
 47 |             var grownValues = MLXArray.zeros([grown, newValues.shape[1]], dtype: newValues.dtype)
    |                 `- warning: variable 'grownValues' was never mutated; consider changing to 'let' constant
 48 |             if count > 0, let oldKeys = keys, let oldValues = values {
 49 |                 grownKeys[0..<count] = oldKeys[0..<count]
[874/1057] Compiling MLXAudioSTT Qwen2AudioEncoder.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[875/1057] Compiling MLXAudioSTT Qwen2AudioFrontend.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[876/1057] Compiling MLXAudioSTT Qwen2AudioModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[877/1057] Compiling MLXAudioSTT Qwen3ASR.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[878/1057] Compiling MLXAudioSTT Qwen3ASRConfig.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[879/1057] Compiling MLXAudioSTT Qwen3ForcedAligner.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[880/1057] Compiling MLXAudioSTT SenseVoiceAudio.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[881/1057] Compiling MLXAudioSTT SenseVoiceConfig.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[882/1057] Compiling MLXAudioSTT SenseVoiceModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[883/1057] Compiling MLXAudioSTT SenseVoiceTokenizer.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[884/1057] Compiling MLXAudioSTT VibeVoiceAudio.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/Qwen2Audio/Qwen2AudioModel.swift:176:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
174 |         for _ in 0 ..< p.maxTokens {
175 |             if Task.isCancelled { break }
176 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
177 |             if p.repetitionPenalty != 1 && !tokens.isEmpty {
178 |                 let recent = Array(Set(tokens.suffix(max(1, p.repetitionContextSize))))
[886/1057] Compiling MLXAudioSTT FireRedASR2Model.swift
[887/1057] Compiling MLXAudioSTT FireRedASR2Tokenizer.swift
[888/1057] Compiling MLXAudioSTT FunASRNanoAudio.swift
[889/1057] Compiling MLXAudioSTT FunASRNanoConfig.swift
[890/1057] Compiling MLXAudioSTT FunASRNanoModel.swift
[891/1057] Compiling MLXAudioSTT GLMASR.swift
[892/1057] Compiling MLXAudioSTT GLMASRConfig.swift
[893/1057] Compiling MLXAudioSTT GLMASRLayers.swift
[894/1057] Compiling MLXAudioSTT STTOutput.swift
[895/1057] Compiling MLXAudioSTT GraniteSpeech.swift
[896/1057] Compiling MLXAudioSTT GraniteSpeechConfig.swift
[897/1057] Compiling MLXAudioSTT GraniteSpeechRoPE.swift
[898/1057] Compiling MLXAudioSTT NemoAlignment.swift
[899/1057] Compiling MLXAudioSTT NemoAttention.swift
[900/1057] Compiling MLXAudioSTT NemoDecodingLogic.swift
[901/1057] Compiling MLXAudioSTT NemoRNNTConfig.swift
[902/1057] Compiling MLXAudioSTT NemoRNNTLayers.swift
[903/1057] Compiling MLXAudioSTT NemotronASRAudio.swift
[904/1057] Compiling MLXAudioSTT NemotronASRConfig.swift
[905/1057] Compiling MLXAudioSTT NemotronASRConformer.swift
[906/1057] Compiling MLXAudioSTT NemotronASRModel.swift
[907/1057] Compiling MLXAudioSTT NemotronASRStreamSession.swift
[908/1057] Compiling MLXAudioSTT NemotronASRStreaming.swift
[909/1057] Compiling MLXAudioSTT NemotronASRTokenizer.swift
[910/1057] Compiling MLXAudioSTT HiggsAudio3Layers.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[911/1057] Compiling MLXAudioSTT HiggsAudio3Model.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[912/1057] Compiling MLXAudioSTT LasrCTCConfig.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[913/1057] Compiling MLXAudioSTT LasrCTCModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[914/1057] Compiling MLXAudioSTT MegaASRModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[915/1057] Compiling MLXAudioSTT MegaASRRouter.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[916/1057] Compiling MLXAudioSTT MiMoASRConfig.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[917/1057] Compiling MLXAudioSTT MiMoASRModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[918/1057] Compiling MLXAudioSTT MiMoASRPrompt.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[919/1057] Compiling MLXAudioSTT MingASRConfig.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[920/1057] Compiling MLXAudioSTT MingASRLoading.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[921/1057] Compiling MLXAudioSTT MingASRModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/HiggsAudio3/HiggsAudio3Model.swift:135:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
133 |         for _ in 0..<p.maxTokens {
134 |             if Task.isCancelled { break }
135 |             var scores = logits[0,-1,0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
136 |             if p.repetitionPenalty != 1, !tokens.isEmpty {
137 |                 let ids = MLXArray(Array(Set(tokens.suffix(max(1,p.repetitionContextSize)))).map(Int32.init))
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MegaASR/MegaASRModel.swift:256:21: warning: variable 'scores' was never mutated; consider changing to 'let' constant
254 |             for _ in 0..<budget {
255 |                 if Task.isCancelled { break chunks }
256 |                 var scores = logits[0, -1, 0...]
    |                     `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
257 |                 if p.repetitionPenalty != 1, !tokens.isEmpty {
258 |                     let recent = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:103:13: warning: variable 'codes' was never mutated; consider changing to 'let' constant
101 |         let batch = hidden.dim(0)
102 |         let cache: [KVCache] = (0 ..< c.localLayers).map { _ in KVCacheSimple() }
103 |         var codes = MLXArray.zeros([batch, c.groupSize, c.audioChannels], dtype: .int32)
    |             `- warning: variable 'codes' was never mutated; consider changing to 'let' constant
104 |         var input = hidden
105 |         for step in 0 ..< (c.groupSize + (c.delayPattern.max() ?? 0)) {
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:111:21: warning: variable 'logits' was never mutated; consider changing to 'let' constant
109 |                 let position = step - c.delayPattern[channel]
110 |                 guard (0 ..< c.groupSize).contains(position) else { continue }
111 |                 var logits = localHeads[channel](h)[0..., -1, 0...]
    |                     `- warning: variable 'logits' was never mutated; consider changing to 'let' constant
112 |                 logits[0..., c.speechEmptyIds[channel]] = MLXArray(-Float.infinity)
113 |                 let token = argMax(logits, axis: -1).asType(.int32)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRModel.swift:190:17: warning: variable 'scores' was never mutated; consider changing to 'let' constant
188 |         for iteration in 0 ..< p.maxTokens {
189 |             if Task.isCancelled { break }
190 |             var scores = logits[0, -1, 0...]
    |                 `- warning: variable 'scores' was never mutated; consider changing to 'let' constant
191 |             if p.repetitionPenalty != 1 && !generated.isEmpty {
192 |                 let indices = MLXArray(
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:20:13: warning: variable 'tokens' was never mutated; consider changing to 'let' constant
18 |         var rows = MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1)
19 |         rows = broadcast(rows, to: [c.audioChannels, length])
20 |         var tokens = MLXArray.full([length], values: MLXArray(Int32(-100)))
   |             `- warning: variable 'tokens' was never mutated; consider changing to 'let' constant
21 |         tokens[.stride(by: c.groupSize)] = MLXArray(ids.map(Int32.init))
22 |         return concatenated([tokens.expandedDimensions(axis: 0), rows], axis: 0)
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:40:13: warning: variable 'speech' was never mutated; consider changing to 'let' constant
38 |         let codes = paddedCodes(codes)
39 |         let groups = codes.dim(1) / c.groupSize
40 |         var speech = broadcast(
   |             `- warning: variable 'speech' was never mutated; consider changing to 'let' constant
41 |             MLXArray(c.speechEmptyIds.map(Int32.init)).expandedDimensions(axis: -1),
42 |             to: [c.audioChannels, (groups + 2) * c.groupSize])
/Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MiMoASR/MiMoASRPrompt.swift:46:13: warning: variable 'audio' was never mutated; consider changing to 'let' constant
44 |         let tokens =
45 |             [c.startOfSpeechId] + Array(repeating: c.emptyId, count: groups) + [c.endOfSpeechId]
46 |         var audio = text(tokens)
   |             `- warning: variable 'audio' was never mutated; consider changing to 'let' constant
47 |         audio[1...] = speech
48 |         func encode(_ text: String) -> [Int] {
[936/1057] Compiling MLXAudioTTS LLMModel.swift
[937/1057] Compiling MLXAudioTTS Qwen2.swift
[938/1057] Compiling MLXAudioTTS Generation.swift
[939/1057] Compiling MLXAudioTTS BreezeTTSConfig.swift
[940/1057] Compiling MLXAudioTTS BreezeTTSModel.swift
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[943/1057] Compiling MLXAudioTTS ChatterboxConfig.swift
[944/1057] Compiling MLXAudioTTS ChatterboxModel.swift
[945/1057] Compiling MLXAudioTTS LearnedPositionEmbeddings.swift
[946/1057] Compiling MLXAudioTTS Perceiver.swift
[947/1057] Compiling MLXAudioTTS T3CondEnc.swift
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[963/1057] Linking mlx-audio-swift-lid
[964/1057] Applying mlx-audio-swift-codec
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[972/1057] Compiling MLXAudioSTT WhisperTokenizer.swift
[973/1057] Compiling MLXAudioSTT TekkenTokenizer.swift
[974/1057] Compiling MLXAudioSTT Tokenizer.swift
[975/1057] Compiling MLXAudioSTT IncrementalMelSpectrogram.swift
[976/1057] Compiling MLXAudioSTT StreamingEncoder.swift
[977/1057] Compiling MLXAudioSTT StreamingInferenceSession.swift
[978/1057] Compiling MLXAudioSTT StreamingTypes.swift
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[987/1059] Compiling MLXAudioTTS IrodoriModernBERT.swift
[988/1059] Compiling MLXAudioTTS IrodoriTTSConfig.swift
[989/1059] Compiling MLXAudioTTS IrodoriTTSModel.swift
[990/1059] Compiling MLXAudioTTS IrodoriTTSSampling.swift
[991/1059] Compiling MLXAudioTTS IrodoriTTSText.swift
[992/1059] Compiling MLXAudioTTS LlamaTTS.swift
[993/1059] Compiling mlx_audio_swift_stt App.swift
[994/1059] Emitting module mlx_audio_swift_stt
[994/1059] Write Objects.LinkFileList
[996/1059] Compiling MLXAudioTTS KokoroDecoder.swift
[997/1059] Compiling MLXAudioTTS KokoroModel.swift
[998/1059] Compiling MLXAudioTTS KokoroModules.swift
[999/1059] Compiling MLXAudioTTS KokoroMultilingualProcessor.swift
[1000/1059] Compiling MLXAudioTTS SharedConfigs.swift
[1001/1059] Compiling MLXAudioTTS MiniCPM.swift
[1002/1059] Compiling MLXAudioTTS VoxAudioVAE.swift
[1003/1059] Compiling MLXAudioTTS VoxCPM2Config.swift
[1004/1059] Compiling MLXAudioTTS VoxCPM2Model.swift
[1005/1059] Compiling MLXAudioTTS VoxCPMDiT.swift
[1006/1059] Compiling MLXAudioTTS VoxCPMEncoder.swift
[1007/1059] Compiling MLXAudioTTS TTSGenerationCache.swift
[1008/1059] Compiling MLXAudioTTS TTSModel.swift
[1009/1059] Compiling MLXAudioTTS TextProcessor.swift
[1052/1087] Compiling mlx_audio_swift_tts App.swift
[1053/1087] Emitting module mlx_audio_swift_tts
[1053/1087] Write Objects.LinkFileList
[1055/1087] Emitting module MLXAudioSTS
[1056/1089] Compiling MLXAudioSTS SAMAudioConfig.swift
[1057/1089] Compiling MLXAudioSTS SAMAudioPatcher.swift
[1058/1089] Compiling MLXAudioSTS SAMAudioProcessor.swift
[1059/1089] Compiling MLXAudioSTS MossFormer2Model.swift
[1060/1089] Compiling MLXAudioSTS SAMAudio.swift
[1061/1089] Compiling MLXAudioSTS SAMAudioAlign.swift
[1062/1089] Compiling MLXAudioSTS SAMAudioWeights.swift
[1063/1089] Compiling MLXAudioSTS STSModel.swift
[1064/1089] Compiling MLXAudioSTS DeepFilterNetConfig.swift
[1065/1089] Compiling MLXAudioSTS DeepFilterNetDSP.swift
[1066/1089] Compiling MLXAudioSTS DeepFilterNetForward.swift
[1067/1089] Compiling MLXAudioSTS SAMAudioTransformer.swift
[1068/1089] Compiling MLXAudioSTS SAMAudioTypes.swift
[1069/1089] Compiling MLXAudioSTS MossFormer2Config.swift
[1070/1089] Compiling MLXAudioSTS MossFormer2DSP.swift
[1071/1089] Compiling MLXAudioSTS MossFormer2Layers.swift
[1072/1089] Compiling MLXAudioSTS DeepFilterNetLayers.swift
[1073/1089] Compiling MLXAudioSTS DeepFilterNetModel.swift
[1074/1089] Compiling MLXAudioSTS DeepFilterNetStreamer.swift
[1075/1089] Compiling MLXAudioSTS Conformer.swift
[1076/1089] Compiling MLXAudioSTS Detokenizer.swift
[1077/1089] Compiling MLXAudioSTS LFMAudioConfig.swift
[1078/1089] Compiling MLXAudioSTS SAMAudioRope.swift
[1079/1089] Compiling MLXAudioSTS SAMAudioTextEncoder.swift
[1080/1089] Compiling MLXAudioSTS LFMAudioModel.swift
[1081/1089] Compiling MLXAudioSTS Processor.swift
[1082/1089] Compiling MLXAudioSTS Transformer.swift
[1083/1093] Emitting module MLXAudioUI
[1084/1093] Compiling MLXAudioUI Placeholder.swift
[1085/1093] Compiling mlx_audio_swift_sts App.swift
[1086/1093] Emitting module mlx_audio_swift_sts
[1086/1093] Write Objects.LinkFileList
[1087/1093] Linking mlx-audio-swift-stt
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[1089/1093] Linking mlx-audio-swift-tts
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[1091/1093] Linking mlx-audio-swift-sts
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warning: 'spi-builder-workspace': found 5 file(s) which are unhandled; explicitly declare them as resources or exclude from the target
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioTTS/Models/OmniVoice/README.md
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioTTS/Models/MossTTS/README.md
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioTTS/Models/BreezeTTS/README.md
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioTTS/Models/IrodoriTTS/README.md
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioTTS/Models/Spark/README.md
warning: 'spi-builder-workspace': found 1 file(s) which are unhandled; explicitly declare them as resources or exclude from the target
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTT/Models/MingASR/README.md
warning: 'spi-builder-workspace': found 1 file(s) which are unhandled; explicitly declare them as resources or exclude from the target
    /Users/admin/builder/spi-builder-workspace/Sources/MLXAudioSTS/Models/DeepFilterNet/README.md
Build complete.
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        "MLXAudioTTS",
        "MLXAudioSTT",
        "MLXAudioVAD",
        "MLXAudioLID",
        "MLXAudioSTS",
        "MLXAudioUI",
        "MLXAudio",
        "mlx-audio-swift-tts",
        "mlx-audio-swift-codec",
        "mlx-audio-swift-sts",
        "mlx-audio-swift-stt",
        "mlx-audio-swift-lid"
      ],
      "sources" : [
        "AudioPlayer.swift",
        "AudioSessionManager.swift",
        "AudioUtils.swift",
        "DSP.swift",
        "Generation/GenerateParameters.swift",
        "Generation/GenerationTypes.swift",
        "LM/Cache/AttentionUtils.swift",
        "LM/Cache/CacheCapabilities.swift",
        "LM/Cache/CacheConfiguration.swift",
        "LM/Cache/CacheFactory.swift",
        "LM/Cache/KVCache.swift",
        "LM/Cache/KVCacheConfiguration.swift",
        "LM/Cache/KVCacheProtocol.swift",
        "LM/Cache/KVCacheRuntime.swift",
        "LM/Cache/KVCacheTree.swift",
        "LM/Cache/MaterializedKVCache.swift",
        "LM/Cache/TurboQuantKVCache.swift",
        "LM/Cache/TurboQuantKernels.swift",
        "LM/Cache/VarianceNormalizedKVCache.swift",
        "LM/Configuration/ModelConfiguration.swift",
        "LM/Generation/ModelSamplingOptions.swift",
        "LM/Generation/Prefill.swift",
        "LM/Generation/PrefillParameters.swift",
        "LM/Generation/Sampling.swift",
        "LM/Generation/ToolCallPolicy.swift",
        "LM/Generation/ToolCallRecoveryPolicy.swift",
        "LM/Layers/Compile.swift",
        "LM/Layers/RoPEApplication.swift",
        "LM/Models/LLMModel.swift",
        "LM/Models/LanguageModel.swift",
        "LM/Models/LoRAModel.swift",
        "LM/Models/Qwen2.swift",
        "LM/Models/WeightSanitization.swift",
        "ModelUtils.swift",
        "PCMStreamConverter.swift",
        "SendingBox.swift",
        "SentencePieceTokenizer.swift"
      ],
      "type" : "library"
    },
    {
      "c99name" : "MLXAudioCodecs",
      "module_type" : "SwiftTarget",
      "name" : "MLXAudioCodecs",
      "path" : "Sources/MLXAudioCodecs",
      "product_dependencies" : [
        "MLX",
        "MLXFast",
        "MLXNN",
        "HuggingFace",
        "Transformers"
      ],
      "product_memberships" : [
        "MLXAudioCodecs",
        "MLXAudioTTS",
        "MLXAudioSTT",
        "MLXAudioLID",
        "MLXAudioSTS",
        "MLXAudioUI",
        "MLXAudio",
        "mlx-audio-swift-tts",
        "mlx-audio-swift-codec",
        "mlx-audio-swift-sts",
        "mlx-audio-swift-stt",
        "mlx-audio-swift-lid"
      ],
      "sources" : [
        "AudioCodecModel.swift",
        "AudioCodecs.swift",
        "BigVGAN/BigVGAN.swift",
        "BigVGAN/BigVGANConfig.swift",
        "BigVGAN/BigVGANLayers.swift",
        "DACVAE/DACVAE.swift",
        "DACVAE/DACVAEConfig.swift",
        "DACVAE/DACVAEDecoder.swift",
        "DACVAE/DACVAEEncoder.swift",
        "DACVAE/DACVAELayers.swift",
        "DACVAE/DACVAEWatermark.swift",
        "Descript/DescriptDAC.swift",
        "Descript/DescriptDACConfig.swift",
        "Descript/DescriptQuantization.swift",
        "EcapaTdnn/EcapaTdnnBackbone.swift",
        "EcapaTdnn/EcapaTdnnConfig.swift",
        "Encodec/Encodec.swift",
        "Encodec/EncodecConfig.swift",
        "Encodec/EncodecLayers.swift",
        "Encodec/EncodecQuantization.swift",
        "FishS1DAC/FishS1DAC.swift",
        "FishS1DAC/FishS1DACConfig.swift",
        "FishS1DAC/FishS1DACLayers.swift",
        "FishS1DAC/FishS1DACQuantization.swift",
        "FishS1DAC/FishS1DACTransformer.swift",
        "HiggsAudio/HiggsAudioTokenizer.swift",
        "MiMoAudioTokenizer/MiMoAudioTokenizer.swift",
        "MiMoAudioTokenizer/MiMoAudioTokenizerAudio.swift",
        "MiMoAudioTokenizer/MiMoAudioTokenizerConfig.swift",
        "MiMoAudioTokenizer/MiMoAudioTokenizerLayers.swift",
        "Mimi/Conv.swift",
        "Mimi/Mimi.swift",
        "Mimi/Quantization.swift",
        "Mimi/Seanet.swift",
        "Mimi/Transformer.swift",
        "MossAudioTokenizer/MossAudioTokenizer.swift",
        "NemotronVoiceChat/NemotronVoiceChatCodec.swift",
        "NemotronVoiceChat/NemotronVoiceChatCodecConfig.swift",
        "NemotronVoiceChat/NemotronVoiceChatCodecLoading.swift",
        "S3/S3TokenizerV2.swift",
        "S3Gen/CAMPPlus.swift",
        "S3Gen/ConformerEncoder.swift",
        "S3Gen/FlowMatching.swift",
        "S3Gen/HiFTGenerator.swift",
        "S3Gen/S3GenMel.swift",
        "S3Gen/StepAudio2.swift",
        "SNAC/Attention.swift",
        "SNAC/Config.swift",
        "SNAC/Layers.swift",
        "SNAC/SNACDecoder.swift",
        "SNAC/VQ.swift",
        "Vocos/Vocos.swift",
        "Vocos/VocosBackbone.swift"
      ],
      "target_dependencies" : [
        "MLXAudioCore"
      ],
      "type" : "library"
    }
  ],
  "tools_version" : "6.2"
}
Done.