Swift Package IndexBuild Information
Successful build of mlx-swift-lm, reference 3.31.4 (bd4b74), with Swift 6.3 for macOS (SPM) on 16 Oct 2026 02:57:26 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-26.5.0.app xcrun swift build --arch arm64Build Log
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RunAll
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Builder version: 5.1.3
Interrupt handler set up.
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Checkout
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Clone URL: https://github.com/drewster99/mlx-swift-lm.git
Reference: 3.31.4
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/drewster99/mlx-swift-lm
* tag 3.31.4 -> FETCH_HEAD
HEAD is now at bd4b743 Add optional seed to GenerateParameters for reproducible sampling (#377)
Cloned https://github.com/drewster99/mlx-swift-lm.git
Revision (git rev-parse @):
bd4b7434e6bdb588c7ef55706ff8904cb7fd4c57
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/drewster99/mlx-swift-lm.git at 3.31.4
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Build
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Selected platform: macosSpm
Swift version: 6.3
Building package at path: $PWD
https://github.com/drewster99/mlx-swift-lm.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.5.0.app xcrun swift build --arch arm64
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[235/389] Compiling SwiftBasicFormat BasicFormat.swift
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[343/434] Compiling eigh.cpp
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[390/476] Compiling steel_gemm_splitk_nax.cpp
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[457/491] Compiling SwiftCompilerPluginMessageHandling JSON.swift
[458/491] Compiling SwiftCompilerPluginMessageHandling CompilerPluginMessageHandler.swift
[459/491] Compiling SwiftCompilerPluginMessageHandling Diagnostics.swift
[460/491] Emitting module SwiftCompilerPluginMessageHandling
[461/491] Compiling SwiftCompilerPluginMessageHandling PluginMessages.swift
[461/492] Compiling version.cpp
[462/492] Compiling transforms_impl.cpp
[463/492] Compiling vector.cpp
[465/492] Compiling SwiftCompilerPluginMessageHandling StandardIOMessageConnection.swift
[465/492] Compiling transforms.cpp
[466/492] Compiling string.cpp
[468/494] Emitting module SwiftCompilerPlugin
[469/494] Compiling SwiftCompilerPlugin CompilerPlugin.swift
[469/494] Compiling stream.cpp
[470/494] Compiling compiled_conditional.cpp
[471/494] Compiling random.cpp
[473/496] Compiling MLXHuggingFaceMacros HuggingFaceIntegrationMacros.swift
[474/496] Emitting module MLXHuggingFaceMacros
[474/496] Compiling metal.cpp
[475/496] Write Objects.LinkFileList
[476/496] Compiling memory.cpp
[477/496] Compiling linalg.cpp
[478/496] Compiling ops.cpp
[479/496] Compiling map.cpp
[480/496] Compiling io_types.cpp
[481/496] Compiling io.cpp
[482/496] Compiling fft.cpp
[483/496] Compiling error.cpp
[484/496] Linking MLXHuggingFaceMacros-tool
[485/496] Compiling fast.cpp
[486/496] Write sources
[487/496] Compiling export.cpp
[488/496] Compiling cuda.cpp
[489/496] Compiling device.cpp
[490/496] Compiling binary.cpp
[491/496] Compiling compile.cpp
[492/496] Compiling format.cc
[493/496] Compiling closure.cpp
[494/496] Compiling Cmlx.m
[495/496] Compiling array.cpp
[497/533] Compiling MLX MLXArray+Normalizer.swift
[498/533] Compiling MLX MLXArray+Ops.swift
[499/533] Compiling MLX MLXArray+maskFill.swift
[500/533] Compiling MLX MLXArray.swift
[501/537] Compiling MLX ArrayAt.swift
[502/537] Compiling MLX Cmlx+Util.swift
[503/537] Compiling MLX DType.swift
[504/537] Compiling MLX Device.swift
[505/537] Compiling MLX Protocols.swift
[506/537] Compiling MLX Random.swift
[507/537] Compiling MLX State.swift
[508/537] Compiling MLX Stream.swift
[509/537] Compiling MLX Foundation+Util.swift
[510/537] Compiling MLX GPU+Metal.swift
[511/537] Compiling MLX IO.swift
[512/537] Compiling MLX Linalg.swift
[513/537] Compiling MLX MLXCustomFunction.swift
[514/537] Compiling MLX MLXFast.swift
[515/537] Compiling MLX MLXFastKernel.swift
[516/537] Compiling MLX Memory.swift
[517/537] Compiling MLX Nested.swift
[518/537] Compiling MLX Ops+Array.swift
[519/537] Compiling MLX Ops.swift
[520/537] Compiling MLX ParameterTypes.swift
[521/537] Compiling MLX ErrorHandler.swift
[522/537] Compiling MLX Export.swift
[523/537] Compiling MLX FFT.swift
[524/537] Compiling MLX Factory.swift
[525/537] Compiling MLX Transforms+Compile.swift
[526/537] Compiling MLX Transforms+CompileOverloads.swift
[527/537] Compiling MLX Transforms+Eval.swift
[528/537] Compiling MLX Transforms+Grad.swift
[529/537] Emitting module MLX
[530/537] Compiling MLX MLXArray+Bytes.swift
[531/537] Compiling MLX MLXArray+Indexing.swift
[532/537] Compiling MLX MLXArray+Init.swift
[533/537] Compiling MLX MLXArray+Metal.swift
[534/537] Compiling MLX Transforms+Internal.swift
[535/537] Compiling MLX Transforms+Vmap.swift
[536/537] Compiling MLX Transforms.swift
[537/537] Compiling MLX WiredMemory.swift
[538/555] Compiling MLXNN PositionalEncoding.swift
[539/555] Compiling MLXNN Quantized.swift
[540/555] Compiling MLXNN ConvolutionTransposed.swift
[541/555] Compiling MLXNN Dropout.swift
[542/555] Compiling MLXNN Losses.swift
[543/555] Compiling MLXNN Module.swift
[544/555] Compiling MLXNN Containers.swift
[545/555] Compiling MLXNN Convolution.swift
[546/555] Compiling MLXNN Embedding.swift
[547/555] Compiling MLXNN Linear.swift
[548/555] Compiling MLXNN Activations.swift
[549/555] Compiling MLXNN Cache.swift
[550/555] Compiling MLXNN Recurrent.swift
[551/555] Compiling MLXNN Transformer.swift
[552/555] Compiling MLXNN Upsample.swift
[553/555] Compiling MLXNN Normalization.swift
[554/555] Compiling MLXNN Pooling.swift
[555/555] Emitting module MLXNN
[556/556] Compiling MLXNN ValueAndGrad.swift
[557/559] Emitting module MLXOptimizers
[558/559] Compiling MLXOptimizers Optimizers.swift
[559/559] Compiling MLXOptimizers Schedulers.swift
[560/621] Compiling MLXLMCommon DoRA+Layers.swift
[561/621] Compiling MLXLMCommon LoRA+Layers.swift
[562/621] Compiling MLXLMCommon LoRAContainer.swift
[563/621] Compiling MLXLMCommon LoRAModel.swift
[564/621] Compiling MLXLMCommon PEFTAdapter.swift
[565/621] Compiling MLXLMCommon ModelAdapter.swift
[566/621] Compiling MLXLMCommon ModelAdapterFactory.swift
[567/621] Compiling MLXLMCommon SuScaledRoPE.swift
[568/621] Compiling MLXLMCommon SwitchLayers.swift
[569/621] Compiling MLXLMCommon Tokenizer.swift
[570/621] Compiling MLXLMCommon TokenizerLoader.swift
[571/621] Compiling MLXLMCommon GLM4ToolCallParser.swift
[572/621] Compiling MLXLMCommon GemmaFunctionParser.swift
[573/621] Compiling MLXLMCommon JSONToolCallParser.swift
[574/621] Compiling MLXLMCommon XMLFunctionParser.swift
[575/621] Compiling MLXLMCommon Tool.swift
[576/621] Compiling MLXLMCommon ToolCall.swift
[577/621] Compiling MLXLMCommon ToolCallFormat.swift
[578/621] Compiling MLXLMCommon ToolCallProcessor.swift
[579/621] Compiling MLXLMCommon ToolParameter.swift
[580/627] Compiling MLXLMCommon KimiK2ToolCallParser.swift
[581/627] Compiling MLXLMCommon Llama3ToolCallParser.swift
[582/627] Compiling MLXLMCommon MiniMaxM2ToolCallParser.swift
[583/627] Compiling MLXLMCommon MistralToolCallParser.swift
[584/627] Compiling MLXLMCommon ParserUtilities.swift
[585/627] Compiling MLXLMCommon PythonicToolCallParser.swift
[586/627] Emitting module MLXLMCommon
[587/627] Compiling MLXLMCommon ModelAdapterTypeRegistry.swift
[588/627] Compiling MLXLMCommon AttentionUtils.swift
[589/627] Compiling MLXLMCommon BaseConfiguration.swift
[590/627] Compiling MLXLMCommon BidirectionalMasks.swift
[591/627] Compiling MLXLMCommon Chat.swift
[592/627] Compiling MLXLMCommon ChatSession.swift
[593/627] Compiling MLXLMCommon Downloader.swift
[594/627] Compiling MLXLMCommon RotateQuantizedLinear.swift
[595/627] Compiling MLXLMCommon AbstractModelRegistry.swift
[596/627] Compiling MLXLMCommon ModelTypeRegistry.swift
[597/627] Compiling MLXLMCommon ProcessorTypeRegistry.swift
[598/627] Compiling MLXLMCommon RoPEApplication.swift
[599/627] Compiling MLXLMCommon RoPEUtils.swift
[600/627] Compiling MLXLMCommon SpeculativeDecoding.swift
[601/627] Compiling MLXLMCommon Evaluate.swift
[602/627] Compiling MLXLMCommon Encodable+toolResult.swift
[603/627] Compiling MLXLMCommon JSONDecoder+JSON5.swift
[604/627] Compiling MLXLMCommon GatedDelta.swift
[605/627] Compiling MLXLMCommon GenerationConfigFile.swift
[606/627] Compiling MLXLMCommon InterpolationUtils.swift
[607/627] Compiling MLXLMCommon JSONDecodingTypes.swift
[608/627] Compiling MLXLMCommon ModelContainer.swift
[609/627] Compiling MLXLMCommon ModelConversion.swift
[610/627] Compiling MLXLMCommon ModelFactory.swift
[611/627] Compiling MLXLMCommon Gemma.swift
[612/627] Compiling MLXLMCommon Gemma4.swift
[613/627] Compiling MLXLMCommon Module+Extensions.swift
[614/627] Compiling MLXLMCommon ParoQuantLoader.swift
[615/627] Compiling MLXLMCommon KVCache.swift
[616/627] Compiling MLXLMCommon LanguageModel.swift
[617/627] Compiling MLXLMCommon Load.swift
[618/627] Compiling MLXLMCommon MTPDrafterModel.swift
[619/627] Compiling MLXLMCommon MTPDrafterModelFactory.swift
[620/627] Compiling MLXLMCommon MTPSpeculativeTokenIterator.swift
[621/627] Compiling MLXLMCommon ModelConfiguration.swift
[622/627] Compiling MLXLMCommon Value.swift
[623/627] Compiling MLXLMCommon UserInput+Audio.swift
[624/627] Compiling MLXLMCommon UserInput.swift
[625/627] Compiling MLXLMCommon SerialAccessContainer.swift
[626/627] Compiling MLXLMCommon WiredMemoryPolicies.swift
[627/627] Compiling MLXLMCommon WiredMemoryUtils.swift
[628/714] Emitting module MLXHuggingFace
[629/714] Compiling MLXHuggingFace Macros.swift
[630/714] Compiling MLXEmbedders Qwen3.swift
[631/715] Emitting module MLXEmbedders
[632/715] Compiling MLXEmbedders Gemma3.swift
[633/715] Compiling MLXEmbedders Bert.swift
[634/715] Compiling MLXEmbedders LFM2Bidirectional.swift
[635/715] Compiling MLXEmbedders ModelFactory.swift
[636/715] Compiling MLXEmbedders MLXArray+Helper.swift
[637/715] Compiling MLXEmbedders EmbedderModelContainer.swift
[638/715] Compiling MLXEmbedders EmbeddingModel.swift
[639/715] Compiling MLXEmbedders NomicBert.swift
[640/715] Compiling MLXEmbedders Pooling.swift
[641/715] Compiling MLXLLM GLM4MOELite.swift
[642/715] Compiling MLXLLM GPTOSS.swift
[643/717] Emitting module MLXVLM
[644/717] Compiling MLXVLM VLMModel.swift
[645/717] Compiling MLXVLM VLMModelFactory.swift
[646/717] Compiling MLXLLM Exaone4.swift
[647/717] Compiling MLXLLM FalconH1.swift
[648/717] Compiling MLXLLM Phi3.swift
[649/717] Compiling MLXLLM PhiMoE.swift
[650/717] Compiling MLXLLM Qwen2.swift
[651/717] Compiling MLXLLM Qwen3.swift
[652/717] Compiling MLXLLM Qwen35.swift
[653/717] Compiling MLXLLM Qwen35MoE.swift
[654/722] Compiling MLXLLM AfMoE.swift
[655/722] Compiling MLXLLM Apertus.swift
[656/722] Compiling MLXLLM BaichuanM1.swift
[657/722] Compiling MLXLLM BailingMoe.swift
[658/722] Compiling MLXLLM LLMModel.swift
[659/722] Compiling MLXLLM LLMModelFactory.swift
[660/722] Compiling MLXLLM Lora+Data.swift
[661/722] Compiling MLXLLM LoraTrain.swift
[662/722] Compiling MLXLLM ModelConversion.swift
[664/722] Emitting module MLXLLM
[665/722] Compiling MLXLLM DeepseekV3.swift
/Users/admin/builder/spi-builder-workspace/Libraries/MLXVLM/Models/Qwen2VL.swift:127:17: warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
125 | freqs = freqs.transposed(0, 1, 3, 2) // [3, batch, seq, dim/2]
126 |
127 | var freqsT = freqs[0]
| `- warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
128 | var offset = mropeSectionRaw[0]
129 | for dim in 1 ..< mropeSectionRaw.count {
[666/722] Compiling MLXLLM Ernie4_5.swift
/Users/admin/builder/spi-builder-workspace/Libraries/MLXVLM/Models/Qwen2VL.swift:127:17: warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
125 | freqs = freqs.transposed(0, 1, 3, 2) // [3, batch, seq, dim/2]
126 |
127 | var freqsT = freqs[0]
| `- warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
128 | var offset = mropeSectionRaw[0]
129 | for dim in 1 ..< mropeSectionRaw.count {
[667/722] Compiling MLXLLM GLM4.swift
/Users/admin/builder/spi-builder-workspace/Libraries/MLXVLM/Models/Qwen25VL.swift:115:17: warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
113 | freqs = freqs.transposed(0, 1, 3, 2) // [3, batch, seq, dim/2]
114 |
115 | var freqsT = freqs[0]
| `- warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
116 | var offset = mropeSectionRaw[0]
117 | for dim in 1 ..< mropeSectionRaw.count {
[668/722] Compiling MLXLLM GLM4MOE.swift
/Users/admin/builder/spi-builder-workspace/Libraries/MLXVLM/Models/Qwen25VL.swift:115:17: warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
113 | freqs = freqs.transposed(0, 1, 3, 2) // [3, batch, seq, dim/2]
114 |
115 | var freqsT = freqs[0]
| `- warning: variable 'freqsT' was never mutated; consider changing to 'let' constant
116 | var offset = mropeSectionRaw[0]
117 | for dim in 1 ..< mropeSectionRaw.count {
[669/722] Compiling MLXLLM Bitnet.swift
[670/722] Compiling MLXLLM Cohere.swift
[683/722] Compiling MLXLLM MiniCPM.swift
[684/722] Compiling MLXLLM MiniMax.swift
[685/722] Compiling MLXLLM Mistral3Text.swift
[686/722] Compiling MLXLLM Mixtral.swift
[687/722] Compiling MLXLLM NanoChat.swift
[688/722] Compiling MLXLLM NemotronH.swift
[689/722] Compiling MLXLLM LFM2MoE.swift
[690/722] Compiling MLXLLM Lille130m.swift
[691/722] Compiling MLXLLM Llama.swift
[692/722] Compiling MLXLLM Mamba2.swift
[693/722] Compiling MLXLLM MiMo.swift
[694/722] Compiling MLXLLM MiMoV2Flash.swift
[695/722] Compiling MLXLLM NemotronLabsDiffusion.swift
[696/722] Compiling MLXLLM Olmo2.swift
[697/722] Compiling MLXLLM Olmo3.swift
[698/722] Compiling MLXLLM OlmoE.swift
[699/722] Compiling MLXLLM OpenELM.swift
[700/722] Compiling MLXLLM Phi.swift
[704/722] Compiling MLXLLM Gemma3Text.swift
[705/722] Compiling MLXLLM Gemma3nText.swift
[706/722] Compiling MLXLLM Gemma4.swift
[707/722] Compiling MLXLLM Gemma4Text.swift
[708/722] Compiling MLXLLM Granite.swift
[709/722] Compiling MLXLLM GraniteMoeHybrid.swift
[710/722] Compiling MLXLLM Internlm2.swift
[711/722] Compiling MLXLLM Jamba.swift
[712/722] Compiling MLXLLM LFM2.swift
/Users/admin/builder/spi-builder-workspace/Libraries/MLXVLM/Models/Gemma4.swift:1223:13: warning: initialization of immutable value 'hasExplicitCache' was never used; consider replacing with assignment to '_' or removing it [#no-usage]
1221 | let finalPerLayerInputs = projectPerLayerInputs(h0, perLayerInputs: processedPerLayerInputs)
1222 |
1223 | let hasExplicitCache = cache != nil
| `- warning: initialization of immutable value 'hasExplicitCache' was never used; consider replacing with assignment to '_' or removing it [#no-usage]
1224 | let localCache =
1225 | cache ?? Array(repeating: nil as KVCache?, count: max(firstKVSharedLayerIdx, 1))
/Users/admin/builder/spi-builder-workspace/Libraries/MLXVLM/Models/Gemma4.swift:1223:13: warning: initialization of immutable value 'hasExplicitCache' was never used; consider replacing with assignment to '_' or removing it [#no-usage]
1221 | let finalPerLayerInputs = projectPerLayerInputs(h0, perLayerInputs: processedPerLayerInputs)
1222 |
1223 | let hasExplicitCache = cache != nil
| `- warning: initialization of immutable value 'hasExplicitCache' was never used; consider replacing with assignment to '_' or removing it [#no-usage]
1224 | let localCache =
1225 | cache ?? Array(repeating: nil as KVCache?, count: max(firstKVSharedLayerIdx, 1))
[718/722] Compiling MLXLLM Qwen3MoE.swift
[719/722] Compiling MLXLLM Qwen3Next.swift
[720/722] Compiling MLXLLM SSM.swift
[721/722] Compiling MLXLLM SmolLM3.swift
[722/722] Compiling MLXLLM Starcoder2.swift
[723/726] Emitting module BenchmarkHelpers
[724/726] Compiling BenchmarkHelpers BenchmarkHelpers.swift
[725/726] Emitting module IntegrationTestHelpers
[726/726] Compiling IntegrationTestHelpers IntegrationTestHelpers.swift
Build complete! (153.45s)
Fetching https://github.com/swiftlang/swift-syntax.git
Fetching https://github.com/ml-explore/mlx-swift
[1/17176] Fetching mlx-swift
[1204/97953] Fetching mlx-swift, swift-syntax
Fetched https://github.com/swiftlang/swift-syntax.git from cache (30.25s)
Fetched https://github.com/ml-explore/mlx-swift from cache (30.25s)
Computing version for https://github.com/ml-explore/mlx-swift
Computed https://github.com/ml-explore/mlx-swift at 0.31.6 (31.14s)
Fetching https://github.com/apple/swift-argument-parser
Fetching https://github.com/apple/swift-numerics
[1/6756] Fetching swift-numerics
[474/25870] Fetching swift-numerics, swift-argument-parser
Fetched https://github.com/apple/swift-argument-parser from cache (4.13s)
Fetched https://github.com/apple/swift-numerics from cache (4.13s)
Computing version for https://github.com/swiftlang/swift-syntax.git
Computed https://github.com/swiftlang/swift-syntax.git at 603.0.2 (7.42s)
Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.1.1 (0.57s)
Computing version for https://github.com/apple/swift-argument-parser
Computed https://github.com/apple/swift-argument-parser at 1.8.2 (0.60s)
Creating working copy for https://github.com/ml-explore/mlx-swift
Working copy of https://github.com/ml-explore/mlx-swift resolved at 0.31.6
Creating working copy for https://github.com/apple/swift-argument-parser
Working copy of https://github.com/apple/swift-argument-parser resolved at 1.8.2
Creating working copy for https://github.com/swiftlang/swift-syntax.git
Working copy of https://github.com/swiftlang/swift-syntax.git resolved at 603.0.2
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.1.1
Build complete.
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"MediaProcessingTests.swift",
"MixtralTests.swift",
"ModelConversionTests.swift",
"NemotronHTests.swift",
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"ParoQuantTests.swift",
"Qwen35SanitizeTests.swift",
"QwenImageBudgetTests.swift",
"ResolveTests.swift",
"RoPEApplicationTests.swift",
"RoPEConfigurationValidationTests.swift",
"SSMTests.swift",
"SampleTests.swift",
"SmolVLM2TilingTests.swift",
"SpeculativeDecodingTests.swift",
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"SwitchLayersTests.swift",
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"ToolCallIdTests.swift",
"ToolTests.swift",
"UserInputTests.swift",
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"WiredMemoryPolicyTests.swift"
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"SuScaledRoPE.swift",
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"Tool/Tool.swift",
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],
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},
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"Models/SSM.swift",
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],
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{
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},
{
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"Models/LFM2Bidirectional.swift",
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],
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},
{
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],
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}
Done.