Swift Package IndexBuild Information
Successful build of Adapt, reference 0.2.0 (e69ed6), with Swift 6.3 for macOS (SPM) on 14 Aug 2026 01:27:41 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-26.4.0.app xcrun swift build --arch arm64Build Log
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RunAll
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Builder version: undefined version: run 'make version' to update
Interrupt handler set up.
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Checkout
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Clone URL: https://github.com/asaptf/swift-adapt.git
Reference: 0.2.0
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/asaptf/swift-adapt
* tag 0.2.0 -> FETCH_HEAD
HEAD is now at e69ed6b docs: 0.2.0 release notes, installation, and SPI documentation manifest
Cloned https://github.com/asaptf/swift-adapt.git
Revision (git rev-parse @):
e69ed6b391fc3bce54b63f0d0ecc39b4159430a6
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/asaptf/swift-adapt.git at 0.2.0
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ResolveProductDependencies
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Resolving dependencies ...
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Creating working copy for https://github.com/asaptf/swift-adapt.git
Working copy of https://github.com/asaptf/swift-adapt.git resolved at 0.2.0 (e69ed6b)
Found 6 product dependencies
- mlx-swift-lm
- mlx-swift
- swift-argument-parser
- swift-huggingface
- swift-transformers
- swift-syntax
========================================
Build
========================================
Selected platform: macosSpm
Swift version: 6.3
Building package at path: $PWD
https://github.com/asaptf/swift-adapt.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.4.0.app xcrun swift build --arch arm64
[0/8] Write sources
[1/8] Write encuda-tool-entitlement.plist
[3/8] Write sources
[4/8] Write swift-version--6988338F2F200930.txt
[6/10] Compiling ArgumentParserToolInfo ToolInfo.swift
[7/10] Emitting module ArgumentParserToolInfo
[8/58] Compiling ArgumentParser Option.swift
[9/58] Compiling ArgumentParser OptionGroup.swift
[10/58] Compiling ArgumentParser ParentCommand.swift
[11/58] Compiling ArgumentParser AsyncParsableCommand.swift
[12/58] Compiling ArgumentParser CommandConfiguration.swift
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[14/63] Compiling ArgumentParser Name.swift
[15/63] Compiling ArgumentParser Parsed.swift
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[17/63] Compiling ArgumentParser ParserError.swift
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[24/63] Compiling ArgumentParser EnumerableFlag.swift
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[27/63] Compiling ArgumentParser ParsableCommand.swift
[28/63] Emitting module ArgumentParser
[29/63] Compiling ArgumentParser BashCompletionsGenerator.swift
[30/63] Compiling ArgumentParser CompletionsGenerator.swift
[31/63] Compiling ArgumentParser FishCompletionsGenerator.swift
[32/63] Compiling ArgumentParser ZshCompletionsGenerator.swift
[33/63] Compiling ArgumentParser Argument.swift
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[36/63] Compiling ArgumentParser ArgumentVisibility.swift
[37/63] Compiling ArgumentParser CompletionKind.swift
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[41/63] Compiling ArgumentParser CodingKeyValidator.swift
[42/63] Compiling ArgumentParser NonsenseFlagsValidator.swift
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[44/63] Compiling ArgumentParser PositionalArgumentsValidator.swift
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[50/63] Compiling ArgumentParser MessageInfo.swift
[51/63] Compiling ArgumentParser ArgumentDecoder.swift
[52/63] Compiling ArgumentParser ArgumentDefinition.swift
[53/63] Compiling ArgumentParser ArgumentSet.swift
[54/63] Compiling ArgumentParser CommandParser.swift
[55/63] Compiling ArgumentParser InputKey.swift
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[57/63] Compiling ArgumentParser CollectionExtensions.swift
[58/63] Compiling ArgumentParser Foundation.swift
[59/63] Compiling ArgumentParser Mutex.swift
[60/63] Compiling ArgumentParser Platform.swift
[61/69] Compiling encuda encuda-utils.swift
[62/69] Compiling encuda encuda.swift
[63/69] Compiling encuda encuda-error.swift
[64/69] Compiling encuda encuda-compile.swift
[65/69] Emitting module encuda
[66/69] Compiling encuda encuda-link.swift
[66/69] Write Objects.LinkFileList
[67/69] Linking encuda-tool
[68/69] Applying encuda-tool
[1/1] Compiling plugin CudaBuild
[2/2] Compiling plugin GenerateManual
[3/3] Compiling plugin GenerateDoccReference
Building for debugging...
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[19/494] Write sources
[76/494] Compiling _NumericsShims _NumericsShims.c
[78/494] Compiling version.cpp
[79/494] Write swift-version--6988338F2F200930.txt
[80/494] Compiling _AtomicsShims.c
[81/498] Compiling _SwiftSyntaxCShims PlatformMutex.c
[82/502] Compiling _AtomicsShims.c
[84/504] Compiling _NIODataStructures _TinyArray.swift
[85/504] Emitting module _NIODataStructures
[86/504] Compiling _NIODataStructures PriorityQueue.swift
[87/504] Compiling _NIODataStructures Heap.swift
[88/506] Compiling _NIODataStructures _TinyArray.swift
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[91/506] Emitting module _NIODataStructures
[92/508] Emitting module _NIOBase64
[93/508] Compiling _NIOBase64 Base64.swift
[94/508] Emitting module SwiftSyntax603
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[107/518] Emitting module SwiftSyntax509
[108/559] Compiling RealModule Real.swift
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[110/559] Compiling RealModule RealFunctions.swift
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[114/561] Compiling RealModule RelaxedArithmetic.swift
[114/561] Compiling yyjson.c
[116/561] Compiling RealModule RelaxedArithmetic.swift
[117/561] Compiling RealModule Float16+Real.swift
[119/561] Compiling RealModule ElementaryFunctions.swift
[120/561] Compiling RealModule Float+Real.swift
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[122/561] Compiling RealModule Float+Real.swift
[122/561] Compiling scheduler.cpp
[124/561] Compiling RealModule AugmentedArithmetic.swift
[125/561] Compiling InternalCollectionsUtilities Debugging.swift
[126/561] Compiling InternalCollectionsUtilities Descriptions.swift
[127/561] Compiling RealModule Double+Real.swift
[127/561] Compiling utils.cpp
[129/561] Compiling RealModule Double+Real.swift
[132/561] Compiling RealModule AugmentedArithmetic.swift
[133/561] Emitting module RealModule
[135/644] Compiling InternalCollectionsUtilities _UnsafeBitSet+Index.swift
[136/644] Compiling InternalCollectionsUtilities _UnsafeBitSet+_Word.swift
[137/644] Compiling InternalCollectionsUtilities Span+Extras.swift
[138/644] Compiling InternalCollectionsUtilities String+Padding.swift
[139/656] Compiling InternalCollectionsUtilities _UniqueCollection.swift
[139/656] Compiling yyjson.c
[141/841] Compiling ComplexModule Polar.swift
[142/841] Compiling ComplexModule Complex+StringConvertible.swift
[143/842] Compiling ComplexModule Complex.swift
[144/842] Compiling Crypto Signature.swift
[145/842] Compiling Crypto CryptoKitErrors_boring.swift
[146/842] Compiling Crypto HPKE-KDF.swift
[147/842] Compiling Crypto HPKE-KexKeyDerivation.swift
[148/842] Compiling Crypto Ed25519.swift
[149/842] Compiling Crypto MLDSA.swift
[150/842] Compiling Crypto HPKE-LabeledExtract.swift
[151/842] Compiling Crypto HPKE-Utils.swift
[152/842] Compiling Crypto HPKE-AEAD.swift
[153/842] Compiling Crypto HPKE-Ciphersuite.swift
[154/842] Compiling Crypto EdDSA_boring.swift
[155/842] Compiling Crypto MLDSA_boring.swift
[156/842] Compiling ComplexModule Scale.swift
[157/842] Compiling ComplexModule Polar.swift
[158/843] Compiling ComplexModule Complex+AdditiveArithmetic.swift
[159/843] Compiling ComplexModule Complex+AlgebraicField.swift
[160/843] Emitting module InternalCollectionsUtilities
[161/843] Compiling ComplexModule Complex+Numeric.swift
[162/843] Compiling ComplexModule Complex+IntegerLiteral.swift
[163/843] Compiling ComplexModule Complex+Codable.swift
[164/843] Compiling ComplexModule Complex+Hashable.swift
[165/843] Compiling ComplexModule Complex+ElementaryFunctions.swift
[168/843] Emitting module ComplexModule
[169/843] Compiling ComplexModule Complex+StringConvertible.swift
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[172/843] Compiling ComplexModule Complex+IntegerLiteral.swift
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[175/901] Compiling OrderedCollections _HashTable.swift
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[185/901] Compiling OrderedCollections OrderedDictionary+Elements.SubSequence.swift
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[188/901] Compiling OrderedCollections _HashTable+CustomStringConvertible.swift
[189/902] Compiling ComplexModule Complex+Codable.swift
[190/902] Compiling OrderedCollections _HashTable+Bucket.swift
[191/902] Compiling OrderedCollections _HashTable+BucketIterator.swift
[192/902] Emitting module ComplexModule
[193/902] Emitting module Crypto
[194/911] Compiling ComplexModule Complex+ElementaryFunctions.swift
[195/911] Compiling InternalCollectionsUtilities _UniqueCollection.swift
[200/911] Compiling OrderedCollections _HashTable+Testing.swift
[201/911] Compiling OrderedCollections _HashTable+UnsafeHandle.swift
[210/911] Emitting module InternalCollectionsUtilities
[211/911] Compiling OrderedCollections OrderedDictionary+Partial MutableCollection.swift
[212/911] Compiling OrderedCollections OrderedSet+Initializers.swift
[213/911] Compiling OrderedCollections OrderedSet+Insertions.swift
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[219/911] Compiling OrderedCollections OrderedSet+Descriptions.swift
[220/911] Compiling OrderedCollections OrderedSet+Partial SetAlgebra intersection.swift
[221/911] Compiling OrderedCollections OrderedSet+Partial SetAlgebra isDisjoint.swift
[222/911] Compiling OrderedCollections OrderedSet+Partial SetAlgebra isEqualSet.swift
[223/911] Compiling OrderedCollections OrderedDictionary+Equatable.swift
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[238/920] Compiling Crypto ASN1Identifier.swift
[239/920] Compiling Crypto ASN1Integer.swift
[240/920] Compiling Crypto ASN1Null.swift
[241/920] Compiling Crypto ASN1OctetString.swift
[242/920] Compiling Crypto ASN1Strings.swift
[243/920] Compiling Crypto ArraySliceBigint.swift
[244/920] Compiling Crypto GeneralizedTime.swift
[245/920] Compiling Crypto ObjectIdentifier.swift
[246/920] Compiling Crypto ECDSASignature.swift
[247/920] Compiling Crypto PEMDocument.swift
[256/922] Compiling OrderedCollections OrderedDictionary.swift
[257/922] Compiling OrderedCollections OrderedSet+Codable.swift
[258/922] Compiling OrderedCollections OrderedSet+Partial SetAlgebra symmetricDifference.swift
[259/922] Compiling OrderedCollections OrderedSet+Partial SetAlgebra union.swift
[260/922] Compiling OrderedCollections OrderedSet+Partial SetAlgebra+Basics.swift
[261/922] Compiling OrderedCollections OrderedSet+RandomAccessCollection.swift
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[275/922] Compiling OrderedCollections OrderedSet+Partial SetAlgebra isSuperset.swift
[276/922] Compiling OrderedCollections OrderedSet+Partial SetAlgebra subtract.swift
[277/922] Compiling Crypto HPKE-NIST-EC-KEMs.swift
[278/922] Compiling Crypto HPKE-KEM.swift
[279/922] Compiling Crypto HPKE-Errors.swift
[280/922] Compiling Crypto HPKE.swift
[281/922] Compiling Crypto HPKE-Context.swift
[282/922] Compiling Crypto HPKE-KeySchedule.swift
[283/922] Compiling Crypto HPKE-Modes.swift
[284/922] Compiling Crypto Insecure.swift
[285/922] Compiling Crypto Insecure_HashFunctions.swift
[286/922] Compiling Crypto MLKEM_boring.swift
[297/922] Compiling OrderedCollections OrderedSet+Partial SetAlgebra subtracting.swift
[298/922] Compiling Crypto AES-GCM_boring.swift
[299/922] Compiling Crypto ChaChaPoly_boring.swift
[300/922] Compiling Crypto ChaChaPoly.swift
[301/922] Compiling Crypto Cipher.swift
[302/922] Compiling Crypto Nonces.swift
[303/922] Compiling Crypto ASN1.swift
[304/922] Compiling Crypto ASN1Any.swift
[305/922] Compiling Crypto ASN1BitString.swift
[306/922] Compiling Crypto ASN1Boolean.swift
[326/922] Emitting module Crypto
[337/924] Emitting module Numerics
[338/924] Compiling Numerics Numerics.swift
[377/924] Emitting module Numerics
[378/1019] Compiling ContainersPreview BorrowingSequence.swift
[379/1019] Compiling ContainersPreview BidirectionalContainer.swift
[380/1019] Compiling ContainersPreview Container+Filter.swift
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[418/1028] Emitting module ContainersPreview
[419/1028] Compiling ContainersPreview Shared.swift
[420/1028] Compiling ContainersPreview SpanIterator.swift
[421/1028] Compiling ContainersPreview UniqueBox.swift
[422/1028] Compiling ContainersPreview Container.swift
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[425/1028] Compiling ContainersPreview MutableContainer.swift
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[427/1028] Compiling ContainersPreview TemporaryAllocation.swift
[428/1028] Compiling ContainersPreview BorrowingIteratorProtocol+Copy.swift
[429/1028] Compiling ContainersPreview BorrowingIteratorProtocol+ElementsEqual.swift
[441/1034] Compiling random.cpp
[443/1071] Compiling ContainersPreview BorrowingSequence.swift
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[449/1074] Compiling ContainersPreview BorrowingSequence+Standard Conformances.swift
[450/1074] Compiling ContainersPreview BorrowingSequence+Utilities.swift
[451/1116] Compiling DequeModule Deque._Storage.swift
[452/1116] Compiling DequeModule Deque._UnsafeHandle.swift
[453/1116] Compiling DequeModule Deque.swift
[454/1116] Compiling DequeModule _DequeBuffer.swift
[455/1116] Compiling DequeModule Deque+Equatable.swift
[456/1116] Compiling DequeModule UniqueDeque+Consumption.swift
[457/1116] Compiling DequeModule UniqueDeque+Container.swift
[459/1116] Compiling DequeModule _DequeBufferHeader.swift
[460/1116] Compiling DequeModule RigidDeque+Append.swift
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[463/1116] Compiling DequeModule RigidDeque+Descriptions.swift
[464/1116] Compiling DequeModule RigidDeque+Equatable.swift
[465/1116] Emitting module ContainersPreview
[466/1116] Compiling DequeModule RigidDeque+Testing.swift
[467/1116] Compiling DequeModule RigidDeque.swift
[468/1116] Compiling DequeModule UniqueDeque+Append.swift
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[475/1116] Compiling DequeModule UniqueDeque+Removals.swift
[476/1116] Compiling DequeModule UniqueDeque+Replacements.swift
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[478/1116] Compiling DequeModule Deque+Codable.swift
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[537/1166] Compiling OrderedCollections OrderedSet+SubSequence.swift
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[609/1166] Compiling DequeModule UniqueDeque+Initializers.swift
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[667/1166] Emitting module OrderedCollections
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[691/1201] Compiling Jinja Macro.swift
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[745/1203] Emitting module SwiftSyntax
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[867/1264] Emitting module SwiftDiagnostics
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[868/1264] Compiling device.cpp
[869/1264] Compiling threefry.cpp
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[955/1293] Emitting module SwiftParserDiagnostics
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[957/1293] Compiling unary.cpp
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[975/1309] Emitting module SwiftSyntaxBuilder
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[976/1309] Compiling logsumexp.cpp
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[1024/1354] Emitting module SwiftSyntaxMacroExpansion
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[1058/1369] Emitting module SwiftCompilerPlugin
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[1073/1371] Compiling steel_conv_3d.cpp
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[1095/1371] Emitting module MLXHuggingFaceMacros
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[1109/1371] Write Objects.LinkFileList
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[1114/1371] Linking MLXHuggingFaceMacros-tool
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[1142/1371] Compiling Cmlx.m
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[1145/1371] Compiling no_gguf.cpp
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[1148/1408] Compiling load.cpp
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[1151/1408] Compiling fft.cpp
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[1154/1408] Compiling MLX Transforms+Compile.swift
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[1156/1408] Compiling MLX Transforms+Eval.swift
[1157/1408] Compiling MLX Transforms+Grad.swift
[1158/1412] Compiling MLX MLXCustomFunction.swift
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[1689/1763] Compiling MLX Factory.swift
[1690/1763] Compiling AdaptRegistry RegistryTestFault.swift
[1691/1763] Compiling AdaptRegistry LineageState.swift
[1692/1763] Compiling AdaptRegistry AtomicFileWriter.swift
[1693/1763] Compiling AdaptRegistry FileProtection.swift
[1694/1763] Compiling AdaptRegistry LineageState.swift
[1695/1763] Compiling AdaptRegistry RegistryTestFault.swift
[1696/1763] Compiling AdaptRegistry FileProtection.swift
[1697/1763] Compiling ArgumentParser ArgumentDecoder.swift
[1698/1763] Compiling ArgumentParser ArgumentDefinition.swift
[1699/1763] Compiling ArgumentParser ArgumentSet.swift
[1700/1763] Compiling ArgumentParser CommandParser.swift
[1701/1763] Compiling ArgumentParser InputKey.swift
[1710/1763] Compiling AdaptData SamplingStrategy.swift
[1711/1763] Compiling AdaptData StratifiedSampler.swift
[1712/1763] Compiling AdaptData Scrubber.swift
[1713/1763] Compiling AdaptData StratifiedSampler.swift
[1715/1763] Compiling MLX Transforms+Vmap.swift
[1716/1763] Compiling MLX Transforms.swift
[1717/1763] Compiling MLX WiredMemory.swift
[1718/1763] Compiling AdaptRegistry AtomicFileWriter.swift
[1719/1763] Compiling AdaptRegistry AdaptRegistryError.swift
[1720/1763] Emitting module AdaptRegistry
[1721/1763] Compiling AdaptRegistry AdapterRegistry.swift
[1722/1763] Compiling AdaptRegistry AdaptRegistryError.swift
[1723/1763] Emitting module AdaptRegistry
[1724/1763] Compiling AdaptRegistry AdapterRegistry.swift
[1725/1771] Compiling AdaptData Scrubber.swift
[1726/1771] Compiling AdaptData SamplingStrategy.swift
[1727/1771] Compiling AdaptData ReplayBuffer.swift
[1728/1771] Compiling AdaptData ReplayBufferConfiguration.swift
[1729/1771] Compiling AdaptData BuiltinScrubbers.swift
[1730/1771] Compiling AdaptData FileProtection.swift
[1731/1771] Compiling AdaptData AdaptDataError.swift
[1732/1771] Emitting module AdaptData
[1733/1771] Compiling AdaptData SQLiteBufferStore.swift
[1734/1771] Compiling AdaptData ReplayBufferConfiguration.swift
[1735/1771] Compiling AdaptData ReplayBuffer.swift
[1736/1771] Compiling AdaptData FileProtection.swift
[1737/1771] Compiling AdaptData BuiltinScrubbers.swift
[1738/1771] Compiling AdaptData AdaptDataError.swift
[1739/1771] Emitting module AdaptData
[1740/1771] Compiling AdaptData SQLiteBufferStore.swift
[1745/1799] Compiling AdaptEval ReplayBuffer+HeldOutExampleSource.swift
[1746/1800] Compiling AdaptMacros PersonalizationSignal.swift
[1747/1800] Compiling AdaptEval ReplayBuffer+HeldOutExampleSource.swift
[1748/1801] Compiling AdaptMacros PersonalizationSignal.swift
[1749/1801] Compiling AdaptEval HeldOutPinStore.swift
[1750/1801] Emitting module AdaptEval
[1751/1801] Compiling AdaptEval AdaptEvalError.swift
[1752/1801] Compiling AdaptEval ExampleScore.swift
[1753/1801] Compiling AdaptEval GateDecision.swift
[1754/1801] Compiling AdaptEval PromotionPolicy.swift
[1756/1801] Compiling AdaptEval PromotionEvaluator.swift
[1757/1801] Compiling AdaptEval PromotionGate.swift
[1758/1801] Compiling AdaptEval PromotionEvaluator.swift
[1759/1801] Compiling AdaptEval HeldOutPinStore.swift
[1760/1801] Compiling AdaptEval PromotionGate.swift
[1761/1801] Compiling AdaptMacros Macros.swift
[1762/1801] Emitting module AdaptMacros
[1764/1801] Compiling AdaptMacros Macros.swift
[1777/1817] Compiling AdaptEval HeldOutExampleSource.swift
[1778/1817] Compiling AdaptEval GateDecision.swift
[1779/1817] Compiling MLXNN Containers.swift
[1780/1817] Compiling MLXNN Convolution.swift
[1781/1817] Compiling AdaptEval HeldOutExampleSource.swift
[1782/1819] Compiling AdaptEval HeldOutPin.swift
[1783/1819] Emitting module AdaptEval
[1784/1819] Compiling AdaptEval HeldOutPin.swift
[1785/1819] Compiling AdaptEval WilcoxonSignedRank.swift
[1786/1833] Compiling c-nioatomics.c
[1789/1833] Compiling AdaptInference ModelSource.swift
[1790/1833] Compiling AdaptInference SessionModelBackend.swift
[1791/1833] Compiling AdaptInference MLXSessionBackend.swift
[1792/1833] Compiling AdaptInference AdaptInferenceError.swift
[1793/1833] Compiling AdaptInference GenerationOptions.swift
[1794/1833] Compiling AdaptInference AdaptModelLoader.swift
[1795/1833] Emitting module AdaptInference
[1796/1833] Compiling AdaptInference AdaptSession.swift
[1797/1833] Compiling AdaptTrain SeededBatchIterator.swift
[1798/1833] Compiling AdaptTrain TrainBudget.swift
[1799/1833] Compiling AdaptTrain TrainCheckpoint.swift
[1800/1833] Compiling AdaptTrain MLXPerExampleCrossEntropyScorer.swift
[1801/1833] Compiling AdaptTrain MLXTransfer.swift
[1802/1833] Compiling AdaptTrain AdaptTrainError.swift
[1803/1833] Compiling AdaptTrain CheckpointableAdamW.swift
[1804/1833] Emitting module AdaptTrain
[1805/1833] Compiling AdaptTrain Trainer.swift
[1806/1833] Compiling AdaptTrain PromptCompletionBatch.swift
[1807/1833] Compiling AdaptTrain ReplayBuffer+TrainingDataSource.swift
[1808/1833] Compiling AdaptTrain TrainConfig.swift
[1809/1833] Compiling AdaptTrain TrainEngine.swift
[1810/1833] Compiling AdaptTrain TrainOutcome.swift
[1811/1834] Compiling MLXNN Recurrent.swift
[1812/1834] Compiling MLXNN Transformer.swift
[1813/1834] Compiling MLXNN Losses.swift
[1814/1834] Compiling MLXNN Module.swift
[1815/1834] Compiling MLXNN Normalization.swift
[1816/1834] Compiling MLXNN Pooling.swift
[1825/1834] Emitting module MLXNN
[1826/1834] Compiling MLXNN Upsample.swift
[1827/1834] Compiling MLXNN PositionalEncoding.swift
[1828/1834] Compiling MLXNN Quantized.swift
[1829/1835] Compiling AdaptTrain TrainingDataSource.swift
[1830/1835] Compiling MLXNN ValueAndGrad.swift
[1830/1850] Compiling c-atomics.c
[1833/1864] Emitting module MLXOptimizers
[1834/1864] Compiling MLXOptimizers Schedulers.swift
[1835/1864] Compiling MLXOptimizers Optimizers.swift
[1836/1926] Compiling NIOConcurrencyHelpers NIOLock.swift
[1837/1926] Compiling NIOConcurrencyHelpers NIOThreadPoolWorkAvailable.swift
[1838/1926] Compiling NIOConcurrencyHelpers lock.swift
[1839/1926] Compiling NIOConcurrencyHelpers NIOLockedValueBox.swift
[1840/1926] Compiling NIOConcurrencyHelpers NIOAtomic.swift
[1841/1926] Emitting module NIOConcurrencyHelpers
[1842/1926] Compiling NIOConcurrencyHelpers atomics.swift
[1844/1991] Compiling NIOConcurrencyHelpers NIOThreadPoolWorkAvailable.swift
[1845/1991] Compiling NIOConcurrencyHelpers NIOLockedValueBox.swift
[1846/1991] Compiling NIOConcurrencyHelpers NIOLock.swift
[1847/1991] Compiling NIOConcurrencyHelpers NIOAtomic.swift
[1848/1991] Emitting module NIOConcurrencyHelpers
[1849/1991] Compiling NIOConcurrencyHelpers lock.swift
[1850/2056] Compiling NIOCore ChannelHandler.swift
[1851/2056] Compiling NIOCore ChannelHandlers.swift
[1852/2056] Compiling NIOCore ChannelInvoker.swift
[1853/2056] Compiling NIOCore ChannelOption.swift
[1854/2056] Compiling NIOCore ChannelPipeline.swift
[1855/2056] Compiling NIOCore CircularBuffer.swift
[1856/2056] Compiling NIOCore Codec.swift
[1857/2063] Compiling NIOCore IO.swift
[1858/2063] Compiling NIOCore IOData.swift
[1859/2063] Compiling NIOCore IPProtocol.swift
[1860/2063] Compiling NIOCore IntegerBitPacking.swift
[1861/2063] Compiling NIOCore IntegerTypes.swift
[1862/2063] Compiling NIOCore Interfaces.swift
[1863/2063] Compiling NIOCore Linux.swift
[1864/2063] Emitting module MLXLMCommon
[1865/2069] Compiling AdaptSchedule PipelineStage.swift
[1866/2070] Compiling NIOCore NIOPooledRecvBufferAllocator.swift
[1867/2070] Compiling NIOCore NIOScheduledCallback.swift
[1868/2070] Compiling NIOCore NIOSendable.swift
[1869/2070] Compiling NIOCore NIOSplitLinesMessageDecoder.swift
[1870/2070] Compiling NIOCore NIOTransportAccessibleChannelCore.swift
[1871/2070] Compiling NIOCore RecvByteBufferAllocator.swift
[1872/2070] Compiling NIOCore SingleStepByteToMessageDecoder.swift
[1873/2070] Compiling NIOCore ByteBuffer-hex.swift
[1874/2070] Compiling NIOCore ByteBuffer-int.swift
[1875/2070] Compiling NIOCore ByteBuffer-lengthPrefix.swift
[1876/2070] Compiling NIOCore ByteBuffer-multi-int.swift
[1877/2070] Compiling NIOCore ByteBuffer-quicBinaryEncodingStrategy.swift
[1878/2070] Compiling NIOCore ByteBuffer-views.swift
[1879/2070] Compiling NIOCore Channel.swift
[1880/2070] Compiling NIOCore NIOAsyncSequenceProducerStrategies.swift
[1881/2070] Compiling NIOCore NIOAsyncWriter.swift
[1882/2070] Compiling NIOCore NIOThrowingAsyncSequenceProducer.swift
[1883/2070] Compiling NIOCore BSDSocketAPI.swift
[1884/2070] Compiling NIOCore ByteBuffer-aux.swift
[1885/2070] Compiling NIOCore ByteBuffer-binaryEncodedLengthPrefix.swift
[1886/2070] Compiling NIOCore AddressedEnvelope.swift
[1887/2070] Compiling NIOCore AsyncAwaitSupport.swift
[1888/2070] Compiling NIOCore AsyncChannel.swift
[1889/2070] Compiling NIOCore AsyncChannelHandler.swift
[1890/2070] Compiling NIOCore AsyncChannelInboundStream.swift
[1891/2070] Compiling NIOCore AsyncChannelOutboundWriter.swift
[1892/2070] Compiling NIOCore NIOAsyncSequenceProducer.swift
[1893/2070] Compiling AdaptSchedule PlatformTrainBudget.swift
[1899/2070] Compiling NIOCore ByteBuffer-conversions.swift
[1900/2070] Compiling NIOCore ByteBuffer-core.swift
[1901/2070] Compiling NIOCore MarkedCircularBuffer.swift
[1902/2070] Compiling NIOCore MulticastChannel.swift
[1903/2070] Compiling NIOCore NIOAny.swift
[1904/2070] Compiling NIOCore NIOCloseOnErrorHandler.swift
[1905/2070] Compiling NIOCore NIOCoreSendableMetatype.swift
[1906/2070] Compiling NIOCore NIODecodedAsyncSequence.swift
[1907/2070] Compiling NIOCore NIOLoopBound.swift
[1908/2070] Compiling MLXLMCommon Value.swift
[1909/2070] Compiling MLXLMCommon UserInput+Audio.swift
[1910/2070] Compiling MLXLMCommon UserInput.swift
[1911/2070] Compiling MLXLMCommon SerialAccessContainer.swift
[1912/2070] Compiling MLXLMCommon WiredMemoryPolicies.swift
[1913/2070] Compiling MLXLMCommon WiredMemoryUtils.swift
[1937/2070] Compiling NIOCore TimeAmount+Duration.swift
[1938/2070] Compiling NIOCore TypeAssistedChannelHandler.swift
[1939/2070] Compiling NIOCore UniversalBootstrapSupport.swift
[1940/2070] Compiling NIOCore Utilities.swift
[1941/2070] Compiling NIOCore DeadChannel.swift
[1942/2070] Compiling NIOCore DispatchQueue+WithFuture.swift
[1943/2070] Compiling NIOCore EventLoop+Deprecated.swift
[1944/2070] Compiling NIOCore EventLoop+SerialExecutor.swift
[1945/2070] Compiling NIOCore EventLoop.swift
[1946/2070] Compiling NIOCore EventLoopFuture+AssumeIsolated.swift
[1955/2070] Compiling NIOCore EventLoopFuture+Deprecated.swift
[1956/2070] Compiling NIOCore EventLoopFuture+WithEventLoop.swift
[1957/2070] Compiling NIOCore EventLoopFuture.swift
[1958/2070] Compiling NIOCore FileDescriptor.swift
[1959/2070] Compiling NIOCore FileHandle.swift
[1960/2070] Compiling NIOCore FileRegion.swift
[1961/2070] Compiling NIOCore GlobalSingletons.swift
[1962/2070] Compiling NIOCore ConvenienceOptionSupport.swift
[1969/2127] Compiling MLXHuggingFace Macros.swift
[1970/2127] Emitting module MLXHuggingFace
[1971/2127] Compiling MLXLLM LLMModel.swift
[1972/2127] Compiling MLXLLM LLMModelFactory.swift
[1973/2127] Compiling MLXLLM Lora+Data.swift
[1974/2127] Compiling MLXLLM LoraTrain.swift
[1975/2127] Compiling MLXLLM ModelConversion.swift
[1976/2127] Compiling MLXLLM AfMoE.swift
[1977/2127] Compiling MLXLLM Apertus.swift
[1978/2127] Compiling MLXLLM BaichuanM1.swift
[1986/2127] Compiling MLXLLM Qwen2.swift
[1987/2127] Compiling MLXLLM Qwen3.swift
[1988/2127] Compiling MLXLLM Qwen35.swift
[1989/2127] Compiling MLXLLM Qwen35MoE.swift
[1993/2134] Compiling MLXLLM Gemma3Text.swift
[1994/2134] Compiling MLXLLM Gemma3nText.swift
[1995/2134] Compiling MLXLLM Gemma4.swift
[1996/2134] Compiling MLXLLM Gemma4Text.swift
[1997/2134] Compiling MLXLLM Granite.swift
[1998/2134] Compiling MLXLLM GraniteMoeHybrid.swift
[1999/2134] Compiling MLXLLM Internlm2.swift
[2000/2134] Compiling MLXLLM Olmo2.swift
[2001/2134] Compiling MLXLLM Olmo3.swift
[2002/2134] Compiling MLXLLM OlmoE.swift
[2003/2134] Compiling MLXLLM OpenELM.swift
[2004/2134] Compiling MLXLLM Phi.swift
[2005/2134] Compiling MLXLLM Phi3.swift
[2006/2134] Compiling MLXLLM PhiMoE.swift
[2007/2134] Compiling MLXLLM Jamba.swift
[2008/2134] Compiling MLXLLM LFM2.swift
[2009/2134] Compiling MLXLLM LFM2MoE.swift
[2010/2134] Compiling MLXLLM Lille130m.swift
[2011/2134] Compiling MLXLLM Llama.swift
[2012/2134] Compiling MLXLLM Mamba2.swift
[2013/2134] Compiling MLXLLM MiMo.swift
[2014/2134] Compiling MLXLLM MiMoV2Flash.swift
[2015/2134] Compiling MLXLLM MiniCPM.swift
[2016/2134] Compiling MLXLLM MiniMax.swift
[2017/2134] Compiling MLXLLM Mistral3Text.swift
[2018/2134] Compiling MLXLLM Mixtral.swift
[2019/2134] Compiling MLXLLM NanoChat.swift
[2020/2134] Compiling MLXLLM NemotronH.swift
[2021/2134] Compiling MLXLLM NemotronLabsDiffusion.swift
[2022/2134] Compiling AdaptSchedule PipelineOutcome.swift
[2023/2134] Compiling AdaptSchedule PipelineRunners.swift
[2024/2134] Compiling AdaptSchedule DeviceEnvironment.swift
[2025/2134] Compiling AdaptSchedule BackoffPolicy.swift
[2026/2134] Compiling AdaptSchedule PipelineConfiguration.swift
[2027/2134] Compiling AdaptSchedule DevicePolicy.swift
[2028/2134] Emitting module AdaptSchedule
[2033/2134] Compiling MLXLLM BailingMoe.swift
[2034/2134] Compiling MLXLLM Bitnet.swift
[2035/2134] Compiling MLXLLM Cohere.swift
[2036/2134] Compiling MLXLLM DeepseekV3.swift
[2037/2134] Compiling MLXLLM Ernie4_5.swift
[2038/2134] Compiling MLXLLM Exaone4.swift
[2039/2134] Compiling MLXLLM FalconH1.swift
[2040/2134] Compiling MLXLLM GLM4.swift
[2041/2134] Compiling MLXLLM GLM4MOE.swift
[2042/2134] Compiling MLXLLM GLM4MOELite.swift
[2043/2134] Compiling MLXLLM GPTOSS.swift
[2044/2134] Compiling MLXLLM Gemma.swift
[2045/2134] Compiling MLXLLM Gemma2.swift
[2047/2134] Compiling NIOCore SocketAddresses.swift
[2048/2134] Compiling NIOCore SocketOptionProvider.swift
[2049/2134] Compiling NIOCore SystemCallHelpers.swift
[2050/2134] Compiling NIOCore TimeAmount+Duration.swift
[2051/2134] Compiling NIOCore TypeAssistedChannelHandler.swift
[2052/2134] Compiling NIOCore UniversalBootstrapSupport.swift
[2053/2134] Compiling NIOCore Utilities.swift
[2066/2139] Emitting module NIOCore
[2089/2139] Emitting module MLXLLM
[2132/2149] Compiling MLXLLM Qwen3MoE.swift
[2133/2149] Compiling MLXLLM Qwen3Next.swift
[2134/2149] Compiling MLXLLM SSM.swift
[2135/2149] Compiling MLXLLM SmolLM3.swift
[2136/2149] Compiling MLXLLM Starcoder2.swift
[2137/2171] Compiling AdaptInference SessionModelBackend.swift
[2138/2171] Compiling AdaptInference ModelSource.swift
[2139/2171] Compiling AdaptInference GenerationOptions.swift
[2140/2171] Compiling AdaptInference MLXSessionBackend.swift
[2141/2171] Compiling AdaptInference AdaptModelLoader.swift
[2142/2171] Emitting module AdaptInference
[2143/2171] Compiling AdaptInference AdaptInferenceError.swift
[2144/2171] Compiling AdaptInference AdaptSession.swift
[2145/2171] Emitting module AdaptTrain
[2146/2172] Compiling AdaptTrain TrainEngine.swift
[2147/2172] Compiling AdaptTrain TrainConfig.swift
[2148/2172] Compiling AdaptTrain SeededBatchIterator.swift
[2149/2172] Compiling AdaptTrain TrainBudget.swift
[2150/2172] Compiling AdaptTrain PromptCompletionBatch.swift
[2151/2172] Compiling AdaptTrain ReplayBuffer+TrainingDataSource.swift
[2152/2172] Compiling AdaptTrain TrainCheckpoint.swift
[2153/2172] Compiling AdaptTrain TrainOutcome.swift
[2154/2172] Compiling AdaptTrain MLXPerExampleCrossEntropyScorer.swift
[2155/2172] Compiling AdaptTrain MLXTransfer.swift
[2156/2172] Compiling AdaptTrain AdaptTrainError.swift
[2157/2172] Compiling AdaptTrain CheckpointableAdamW.swift
[2158/2172] Compiling AdaptTrain Trainer.swift
[2159/2172] Compiling AdaptTrain TrainingDataSource.swift
[2160/2184] Compiling AdaptSchedule PipelineStage.swift
[2161/2184] Compiling AdaptSchedule PipelineRunners.swift
[2162/2185] Compiling AdaptSchedule DevicePolicy.swift
[2163/2185] Compiling AdaptSchedule PipelineConfiguration.swift
[2164/2185] Compiling AdaptSchedule PipelineOutcome.swift
[2165/2185] Compiling EventSource AsyncSequence+Events.swift
[2166/2185] Compiling EventSource EventSource.swift
[2167/2185] Compiling EventSource AsyncEventsSequence.swift
[2168/2185] Compiling EventSource EventSource+AsyncHTTPClient.swift
[2169/2185] Emitting module EventSource
[2170/2185] Compiling EventSource AsyncEventsSequence.swift
[2171/2185] Compiling EventSource EventSource.swift
[2172/2185] Compiling EventSource AsyncSequence+Events.swift
[2173/2185] Emitting module EventSource
[2174/2185] Compiling EventSource EventSource+AsyncHTTPClient.swift
[2175/2185] Compiling AdaptSchedule DeviceEnvironment.swift
[2176/2185] Compiling AdaptSchedule AdaptScheduleError.swift
[2177/2185] Compiling AdaptSchedule BackgroundScheduler.swift
[2178/2185] Compiling AdaptSchedule BackoffPolicy.swift
[2179/2185] Compiling AdaptSchedule PlatformTrainBudget.swift
[2180/2221] Emitting module AdaptSchedule
[2181/2221] Compiling HuggingFace AccessRequest.swift
[2182/2221] Compiling HuggingFace Billing.swift
[2183/2285] Compiling HuggingFace HubClient+Papers.swift
[2184/2285] Compiling HuggingFace HubClient+Repos.swift
[2185/2285] Compiling HuggingFace HubClient+Spaces.swift
[2186/2285] Compiling HuggingFace HubClient+User.swift
[2187/2285] Compiling HuggingFace HubClient.swift
[2188/2285] Compiling HuggingFace Model.swift
[2189/2290] Compiling HuggingFace File.swift
[2190/2290] Compiling HuggingFace Git.swift
[2191/2290] Compiling HuggingFace HubCache.swift
[2192/2290] Compiling HuggingFace HubClient+Collections.swift
[2193/2290] Compiling HuggingFace HubClient+Datasets.swift
[2194/2290] Compiling HuggingFace HubClient+Discussions.swift
[2195/2295] Compiling HuggingFace SpeechToText.swift
[2196/2295] Compiling HuggingFace TextToImage.swift
[2197/2295] Compiling HuggingFace TextToVideo.swift
[2198/2295] Compiling HuggingFace HuggingFaceAuthenticationManager.swift
[2199/2295] Compiling HuggingFace OAuthClient.swift
[2200/2295] Compiling HuggingFace TokenStorage.swift
[2201/2295] Compiling HuggingFace CacheLocationProvider.swift
[2202/2295] Compiling HuggingFace Data+Extensions.swift
[2203/2295] Compiling HuggingFace JSONDecoder+Extensions.swift
[2204/2295] Compiling HuggingFace URL+Extensions.swift
[2205/2295] Compiling HuggingFace URLSession+Linux.swift
[2211/2295] Compiling HuggingFace OAuth.swift
[2212/2295] Compiling HuggingFace Organization.swift
[2213/2295] Compiling HuggingFace Pagination.swift
[2214/2295] Compiling HuggingFace Paper.swift
[2215/2295] Compiling HuggingFace Repo.swift
[2216/2295] Compiling HuggingFace ResourceGroup.swift
[2217/2295] Compiling HuggingFace Space.swift
[2218/2295] Compiling HuggingFace Tags.swift
[2219/2295] Compiling HuggingFace User.swift
[2220/2295] Compiling HuggingFace ChatCompletion.swift
[2223/2295] Compiling HuggingFace FeatureExtraction.swift
[2224/2295] Compiling HuggingFace InferenceClient.swift
[2225/2295] Compiling HuggingFace Message.swift
[2226/2295] Compiling HuggingFace Provider.swift
[2227/2295] Compiling HuggingFace HubClient+Pagination.swift
[2242/2295] Emitting module HuggingFace
[2244/2295] Compiling HuggingFace FileLock.swift
[2245/2295] Compiling HuggingFace HTTPClient.swift
[2246/2295] Compiling HuggingFace MultipartBuilder.swift
[2247/2295] Compiling HuggingFace TokenProvider.swift
[2248/2295] Compiling HuggingFace Value.swift
[2251/2295] Compiling HuggingFace Collection.swift
[2252/2295] Compiling HuggingFace CommaSeparatedList.swift
[2253/2295] Compiling HuggingFace Dataset.swift
[2254/2295] Compiling HuggingFace Discussion.swift
[2261/2295] Compiling HuggingFace HubClient+Files.swift
[2262/2295] Compiling HuggingFace HubClient+Git.swift
[2263/2295] Compiling HuggingFace HubClient+Models.swift
[2264/2295] Compiling HuggingFace HubClient+OAuth.swift
[2265/2295] Compiling HuggingFace HubClient+Organizations.swift
[2293/2309] Compiling Hub YYJSONParser.swift
[2294/2309] Compiling Hub resource_bundle_accessor.swift
[2295/2309] Compiling Hub Hub.swift
[2297/2309] Compiling Hub Config.swift
[2298/2309] Emitting module Hub
[2300/2309] Compiling Hub HubApi.swift
[2301/2309] Compiling Hub BinaryDistinct.swift
[2302/2309] Compiling Hub HubApi.swift
[2303/2309] Compiling Hub BinaryDistinct.swift
[2304/2309] Compiling Hub YYJSONParser.swift
[2305/2309] Compiling Hub Config.swift
[2306/2309] Compiling Hub resource_bundle_accessor.swift
[2307/2333] Compiling Tokenizers Trie.swift
[2308/2334] Compiling Tokenizers String+PreTokenization.swift
[2309/2334] Compiling Tokenizers PreTokenizer.swift
[2310/2334] Compiling Tokenizers PostProcessor.swift
[2311/2334] Compiling Tokenizers Normalizer.swift
[2312/2334] Compiling Tokenizers UnigramTokenizer.swift
[2313/2334] Compiling Tokenizers PreTokenizer.swift
[2314/2334] Compiling Tokenizers Tokenizer.swift
[2315/2334] Compiling Tokenizers PostProcessor.swift
[2316/2334] Compiling Tokenizers Normalizer.swift
[2317/2334] Compiling Tokenizers Trie.swift
[2318/2334] Compiling Tokenizers String+PreTokenization.swift
[2319/2334] Compiling Tokenizers TokenLattice.swift
[2320/2335] Compiling Tokenizers ByteEncoder.swift
[2321/2335] Compiling Tokenizers Decoder.swift
[2322/2335] Emitting module Tokenizers
[2323/2335] Compiling Tokenizers BPETokenizer.swift
[2324/2335] Compiling Tokenizers BertTokenizer.swift
[2327/2335] Emitting module Tokenizers
[2330/2335] Compiling Tokenizers TokenLattice.swift
[2331/2335] Compiling Tokenizers Tokenizer.swift
[2332/2353] Compiling Tokenizers UnigramTokenizer.swift
[2333/2371] Compiling AdaptCLI ModelLoading.swift
[2334/2372] Compiling AdaptCLI SignalHandling.swift
[2335/2372] Compiling AdaptCLI HeldOutLossRunner.swift
[2336/2372] Compiling AdaptCLI InspectFormatter.swift
[2337/2372] Compiling AdaptCLI DemoCorpus.swift
[2338/2372] Compiling AdaptCLI HeldOutLoss.swift
[2339/2372] Compiling AdaptCLI JSONLLoader.swift
[2340/2372] Compiling AdaptCLI MetalSupport.swift
[2341/2372] Compiling AdaptCLI ExportDemoNightsCommand.swift
[2342/2372] Compiling AdaptCLI GenerateCommand.swift
[2349/2372] Compiling AdaptCLI ModelLoading.swift
[2350/2373] Compiling AdaptCLI InspectCommand.swift
[2351/2373] Compiling AdaptCLI MeasureCommand.swift
[2352/2373] Compiling AdaptCLI PromoteCommand.swift
[2353/2373] Compiling AdaptCLI TrainCommand.swift
[2356/2373] Emitting module AdaptCLI
[2357/2373] Compiling AdaptCLI AdaptCLIError.swift
[2358/2373] Compiling AdaptCLI AdaptCLIRoot.swift
[2359/2373] Compiling AdaptCLI CLICommon.swift
[2360/2373] Compiling AdaptCLI EvalCommand.swift
[2367/2373] Emitting module AdaptCLI
[2370/2373] Compiling AdaptCLI SignalHandling.swift
[2371/2375] Compiling adapt_cli AdaptCLIMain.swift
[2372/2375] Emitting module adapt_cli
[2372/2375] Write Objects.LinkFileList
[2373/2375] Linking adapt-cli
[2374/2375] Applying adapt-cli
Build complete! (136.95s)
Build complete.
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✅ Doc result (pending) reported
========================================
GenerateDocs
========================================
Generating docs at path: $PWD/.docs/asaptf/swift-adapt/0.2.0
Repository: asaptf/swift-adapt
Swift version used: 6.3
Target: AdaptCore
Extracting symbol information for 'AdaptCore'...
Finished extracting symbol information for 'AdaptCore'. (32.48s)
Building documentation for 'AdaptCore'...
warning: Parameter 'scale' is missing documentation
--> Sources/AdaptCore/LoRAConfig.swift:76:70-76:70
74 | /// - Parameter keys: Target modules. Default is
| ╰─suggestion: Document 'scale' parameter
75 | /// ``LoRAConfig/defaultAttentionKeys``. Pass `nil` only when you
76 + /// intentionally want the model’s own `loraDefaultKeys`.
77 | public init(
78 | rank: Int = 8,
warning: Parameter 'rank' is missing documentation
--> Sources/AdaptCore/LoRAConfig.swift:76:70-76:70
74 | /// - Parameter keys: Target modules. Default is
| ╰─suggestion: Document 'rank' parameter
75 | /// ``LoRAConfig/defaultAttentionKeys``. Pass `nil` only when you
76 + /// intentionally want the model’s own `loraDefaultKeys`.
77 | public init(
78 | rank: Int = 8,
warning: Parameter 'fineTuneType' is missing documentation
--> Sources/AdaptCore/LoRAConfig.swift:130:65-130:65
128 | ///
129 | /// - Parameter keys: Target modules. Default is ``defaultAttentionKeys``.
130 + /// Pass `nil` to inherit the model’s `loraDefaultKeys`.
| ╰─suggestion: Document 'fineTuneType' parameter
131 | public init(
132 | rank: Int,
warning: Parameter 'rank' is missing documentation
--> Sources/AdaptCore/LoRAConfig.swift:130:65-130:65
128 | ///
129 | /// - Parameter keys: Target modules. Default is ``defaultAttentionKeys``.
| ╰─suggestion: Document 'rank' parameter
130 + /// Pass `nil` to inherit the model’s `loraDefaultKeys`.
131 | public init(
132 | rank: Int,
warning: Parameter 'scale' is missing documentation
--> Sources/AdaptCore/LoRAConfig.swift:130:65-130:65
128 | ///
129 | /// - Parameter keys: Target modules. Default is ``defaultAttentionKeys``.
| ╰─suggestion: Document 'scale' parameter
130 + /// Pass `nil` to inherit the model’s `loraDefaultKeys`.
131 | public init(
132 | rank: Int,
warning: Parameter 'numLayers' is missing documentation
--> Sources/AdaptCore/LoRAConfig.swift:130:65-130:65
128 | ///
129 | /// - Parameter keys: Target modules. Default is ``defaultAttentionKeys``.
130 + /// Pass `nil` to inherit the model’s `loraDefaultKeys`.
| ╰─suggestion: Document 'numLayers' parameter
131 | public init(
132 | rank: Int,
warning: Parameter 'messages' is missing documentation
--> Sources/AdaptCore/PromptFormatConvention.swift:63:59-63:59
61 | /// `enable_thinking`). Merged into the template context the same way
62 | /// `mlx-swift-lm` / `swift-transformers` pass `additionalContext`. `nil`
63 + /// leaves the template's built-in defaults alone.
64 | /// - Throws: ``SFTFormattingError/missingChatTemplate`` when the tokenizer
65 | /// has no template.
warning: Parameter 'messages' is missing documentation
--> Sources/AdaptCore/PromptFormatConvention.swift:63:59-63:59
61 | /// `enable_thinking`). Merged into the template context the same way
62 | /// `mlx-swift-lm` / `swift-transformers` pass `additionalContext`. `nil`
63 + /// leaves the template's built-in defaults alone.
64 | /// - Throws: ``SFTFormattingError/missingChatTemplate`` when the tokenizer
65 | /// has no template.
warning: 'AdaptTrain' doesn't exist at '/AdaptCore/SFTPromptFormatter'
--> Sources/AdaptCore/PromptFormatConvention.swift:135:12-135:22
133 | /// **Single source of truth** for SFT prompt formatting on train and generate paths.
134 | ///
135 + /// Both ``AdaptTrain`` and ``AdaptInference`` call this type so the two sides
136 | /// cannot silently disagree about raw-vs-template encoding.
137 | public enum SFTPromptFormatter {
warning: 'AdaptInference' doesn't exist at '/AdaptCore/SFTPromptFormatter'
--> Sources/AdaptCore/PromptFormatConvention.swift:135:31-135:45
133 | /// **Single source of truth** for SFT prompt formatting on train and generate paths.
134 | ///
135 + /// Both ``AdaptTrain`` and ``AdaptInference`` call this type so the two sides
136 | /// cannot silently disagree about raw-vs-template encoding.
137 | public enum SFTPromptFormatter {
warning: Parameter 'prompt' is missing documentation
--> Sources/AdaptCore/PromptFormatConvention.swift:246:70-246:70
244 | /// under ``PromptFormatConvention/chatTemplate``** — under raw
245 | /// concatenation a non-`nil` value throws
246 + /// ``SFTFormattingError/chatTemplateOptionNotApplicable(_:)``.
247 | public static func formatGenerationPrefix(
248 | prompt: String,
warning: Parameter 'tokenizer' is missing documentation
--> Sources/AdaptCore/PromptFormatConvention.swift:246:70-246:70
244 | /// under ``PromptFormatConvention/chatTemplate``** — under raw
245 | /// concatenation a non-`nil` value throws
246 + /// ``SFTFormattingError/chatTemplateOptionNotApplicable(_:)``.
247 | public static func formatGenerationPrefix(
248 | prompt: String,
warning: Parameter 'convention' is missing documentation
--> Sources/AdaptCore/PromptFormatConvention.swift:246:70-246:70
244 | /// under ``PromptFormatConvention/chatTemplate``** — under raw
245 | /// concatenation a non-`nil` value throws
246 + /// ``SFTFormattingError/chatTemplateOptionNotApplicable(_:)``.
247 | public static func formatGenerationPrefix(
248 | prompt: String,
warning: Parameter 'id' is missing documentation
--> Sources/AdaptCore/TrainingExample.swift:25:29-25:29
23 | /// - Parameter weight: Importance weight. When `nil` (the default), uses
| ╰─suggestion: Document 'id' parameter
24 | /// `source.defaultWeight` from the §4.2 signal table. Pass an explicit
25 + /// value to override.
26 | public init(
27 | id: UUID = UUID(),
warning: Parameter 'completion' is missing documentation
--> Sources/AdaptCore/TrainingExample.swift:25:29-25:29
23 | /// - Parameter weight: Importance weight. When `nil` (the default), uses
| ╰─suggestion: Document 'completion' parameter
24 | /// `source.defaultWeight` from the §4.2 signal table. Pass an explicit
25 + /// value to override.
26 | public init(
27 | id: UUID = UUID(),
warning: Parameter 'prompt' is missing documentation
--> Sources/AdaptCore/TrainingExample.swift:25:29-25:29
23 | /// - Parameter weight: Importance weight. When `nil` (the default), uses
| ╰─suggestion: Document 'prompt' parameter
24 | /// `source.defaultWeight` from the §4.2 signal table. Pass an explicit
25 + /// value to override.
26 | public init(
27 | id: UUID = UUID(),
warning: Parameter 'source' is missing documentation
--> Sources/AdaptCore/TrainingExample.swift:25:29-25:29
23 | /// - Parameter weight: Importance weight. When `nil` (the default), uses
24 | /// `source.defaultWeight` from the §4.2 signal table. Pass an explicit
25 + /// value to override.
| ╰─suggestion: Document 'source' parameter
26 | public init(
27 | id: UUID = UUID(),
warning: Parameter 'capturedAt' is missing documentation
--> Sources/AdaptCore/TrainingExample.swift:25:29-25:29
23 | /// - Parameter weight: Importance weight. When `nil` (the default), uses
24 | /// `source.defaultWeight` from the §4.2 signal table. Pass an explicit
25 + /// value to override.
| ╰─suggestion: Document 'capturedAt' parameter
26 | public init(
27 | id: UUID = UUID(),
Finished building documentation for 'AdaptCore' (0.77s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/asaptf/swift-adapt/0.2.0
Updating https://github.com/apple/swift-atomics.git
Updating https://github.com/mattt/EventSource.git
Updating https://github.com/apple/swift-argument-parser
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Updating https://github.com/huggingface/swift-transformers
Updating https://github.com/apple/swift-asn1.git
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Target: AdaptRegistry
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Building documentation for 'AdaptRegistry'...
warning: Parameter 'lineageID' is missing documentation
--> Sources/AdaptRegistry/AdapterRegistry.swift:272:62-272:62
270 | /// - Parameter verifyIntegrity: When `true`, SHA-256s the weights file.
| ╰─suggestion: Document 'lineageID' parameter
271 | /// Default `false` so polling the active pointer (e.g. session reload)
272 + /// stays cheap; use `true` when about to load weights.
273 | public func activeVersion(
274 | lineageID: String,
warning: Parameter 'lineage' is missing documentation
--> Sources/AdaptRegistry/AdapterRegistry.swift:346:63-346:63
344 | ///
345 | /// - Parameter verifyIntegrity: Defaults to `true` because callers typically
| ╰─suggestion: Document 'lineage' parameter
346 + /// load a specific version in order to use its weights.
347 | public func version(
348 | for lineage: AdapterLineage,
warning: Parameter 'version' is missing documentation
--> Sources/AdaptRegistry/AdapterRegistry.swift:346:63-346:63
344 | ///
345 | /// - Parameter verifyIntegrity: Defaults to `true` because callers typically
| ╰─suggestion: Document 'version' parameter
346 + /// load a specific version in order to use its weights.
347 | public func version(
348 | for lineage: AdapterLineage,
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Target: AdaptData
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Building documentation for 'AdaptData'...
warning: 'privacyBudgetExceeded' doesn't exist at '/AdaptData/AdaptDataError'
--> Sources/AdaptData/ReplayBuffer.swift:82:36-82:57
80 | /// Scrubs, budgets, deduplicates, and persists an example.
81 | ///
82 + /// - Throws: ``AdaptDataError/privacyBudgetExceeded`` when the daily cap
| ╰─suggestion: Replace 'privacyBudgetExceeded' with 'privacyBudgetExceeded(lineageID:day:limit:attempted:)'
83 | /// would be exceeded; storage errors on I/O failure.
84 | @discardableResult
warning: 'TrainingDataSource' doesn't exist at '/AdaptData/ReplayBuffer/examples()'
--> Sources/AdaptData/ReplayBuffer.swift:149:56-149:74
147 | // MARK: - Read / sample
148 |
149 + /// All stored examples in stable capture order (``TrainingDataSource`` /
150 | /// ``HeldOutExampleSource`` snapshot).
151 | public func examples() async throws -> [TrainingExample] {
warning: 'HeldOutExampleSource' doesn't exist at '/AdaptData/ReplayBuffer/examples()'
--> Sources/AdaptData/ReplayBuffer.swift:150:11-150:31
148 |
149 | /// All stored examples in stable capture order (``TrainingDataSource`` /
150 + /// ``HeldOutExampleSource`` snapshot).
151 | public func examples() async throws -> [TrainingExample] {
152 | try store.fetchAll()
warning: 'SignalSource' doesn't exist at '/AdaptData/SamplingStrategy/stratifiedBySourceAndRecency'
--> Sources/AdaptData/SamplingStrategy.swift:6:34-6:46
4 | /// How ``ReplayBuffer/sample(count:strategy:seed:)`` draws examples.
5 | public enum SamplingStrategy: String, Sendable, Codable, Equatable, Hashable {
6 + /// Proportional quotas by ``SignalSource``, mixing recent and older items
7 | /// within each source (architecture §4.2 — fight catastrophic forgetting).
8 | case stratifiedBySourceAndRecency
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Target: AdaptTrain
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Building documentation for 'AdaptTrain'...
warning: 'PerExampleScorer' doesn't exist at '/AdaptTrain/MLXPerExampleCrossEntropyScorer'
--> Sources/AdaptTrain/MLXPerExampleCrossEntropyScorer.swift:8:29-8:45
6 | import MLXNN
7 |
8 + /// MLX implementation of ``PerExampleScorer`` using the same completion-masked
9 | /// CE as ``Trainer/llmCompletionLoss``.
10 | ///
warning: 'llmCompletionLoss' doesn't exist at '/AdaptTrain/Trainer'
--> Sources/AdaptTrain/MLXPerExampleCrossEntropyScorer.swift:9:21-9:38
7 |
8 | /// MLX implementation of ``PerExampleScorer`` using the same completion-masked
9 + /// CE as ``Trainer/llmCompletionLoss``.
| ╰─suggestion: Replace 'llmCompletionLoss' with 'llmCompletionLoss(model:arrays:)'
10 | ///
11 | /// ## Why scoring lives here
warning: 'SFTPromptFormatter' doesn't exist at '/AdaptTrain/PromptCompletionBatch'
--> Sources/AdaptTrain/PromptCompletionBatch.swift:36:30-36:48
34 | /// ## Masking convention (honored by M3 held-out perplexity)
35 | ///
36 + /// Formatting is owned by ``SFTPromptFormatter`` (AdaptCore) so train and
37 | /// generate share one code path:
38 | ///
warning: 'SFTPromptFormatter' doesn't exist at '/AdaptTrain/PromptCompletionBatch/sftTokenizer(_:)'
--> Sources/AdaptTrain/PromptCompletionBatch.swift:53:48-53:66
51 | /// before the batch mean, so `SignalSource` importance is honored in the objective.
52 | public enum PromptCompletionBatch {
53 + /// Wraps an `MLXLMCommon.Tokenizer` for ``SFTPromptFormatter``.
54 | public static func sftTokenizer(_ tokenizer: any Tokenizer) -> AnySFTTokenizer {
55 | AnySFTTokenizer(
warning: 'SFTTokenizing' doesn't exist at '/AdaptTrain/PromptCompletionBatch/tokenize(_:sftTokenizer:maxLength:convention:)'
--> Sources/AdaptTrain/PromptCompletionBatch.swift:95:28-95:41
93 | }
94 |
95 + /// Tokenizes via an ``SFTTokenizing`` (shared with inference tests).
96 | public static func tokenize(
97 | _ example: TrainingExample,
warning: 'run' doesn't exist at '/AdaptTrain/Trainer'
--> Sources/AdaptTrain/TrainOutcome.swift:21:57-21:60
19 | }
20 |
21 + /// Per-step progress snapshot emitted during ``Trainer/run``.
22 | ///
23 | /// Free of user content — safe to log and print from the CLI.
warning: Parameter 'budget' is missing documentation
--> Sources/AdaptTrain/Trainer.swift:116:81-116:81
114 | /// a mutating source (M2 `ReplayBuffer`) cannot desync indices from metadata.
115 | ///
116 + /// - Parameter onStep: Optional per-step progress callback (CLI streaming).
| ╰─suggestion: Document 'budget' parameter
117 | @discardableResult
118 | public func runLLM(
warning: Parameter 'applyLoRA' is missing documentation
--> Sources/AdaptTrain/Trainer.swift:116:81-116:81
114 | /// a mutating source (M2 `ReplayBuffer`) cannot desync indices from metadata.
115 | ///
116 + /// - Parameter onStep: Optional per-step progress callback (CLI streaming).
| ╰─suggestion: Document 'applyLoRA' parameter
117 | @discardableResult
118 | public func runLLM(
warning: Parameter 'model' is missing documentation
--> Sources/AdaptTrain/Trainer.swift:116:81-116:81
114 | /// a mutating source (M2 `ReplayBuffer`) cannot desync indices from metadata.
115 | ///
116 + /// - Parameter onStep: Optional per-step progress callback (CLI streaming).
| ╰─suggestion: Document 'model' parameter
117 | @discardableResult
118 | public func runLLM(
warning: Parameter 'tokenizer' is missing documentation
--> Sources/AdaptTrain/Trainer.swift:116:81-116:81
114 | /// a mutating source (M2 `ReplayBuffer`) cannot desync indices from metadata.
115 | ///
116 + /// - Parameter onStep: Optional per-step progress callback (CLI streaming).
| ╰─suggestion: Document 'tokenizer' parameter
117 | @discardableResult
118 | public func runLLM(
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Target: AdaptInference
Extracting symbol information for 'AdaptInference'...
Finished extracting symbol information for 'AdaptInference'. (4.78s)
Building documentation for 'AdaptInference'...
warning: 'Downloader' doesn't exist at '/AdaptInference/AdaptModelLoader'
--> Sources/AdaptInference/AdaptModelLoader.swift:8:7-8:17
6 | ///
7 | /// **No network I/O lives here.** Remote acquisition goes through the injected
8 + /// ``Downloader``; tokenization through ``TokenizerLoader``. Library modules
9 | /// stay free of `swift-huggingface` / `swift-transformers` (architecture §3).
10 | ///
warning: 'TokenizerLoader' doesn't exist at '/AdaptInference/AdaptModelLoader'
--> Sources/AdaptInference/AdaptModelLoader.swift:8:44-8:59
6 | ///
7 | /// **No network I/O lives here.** Remote acquisition goes through the injected
8 + /// ``Downloader``; tokenization through ``TokenizerLoader``. Library modules
| ╰─suggestion: Replace 'TokenizerLoader' with 'loadContainer(source:downloader:tokenizerLoader:progressHandler:)'
9 | /// stay free of `swift-huggingface` / `swift-transformers` (architecture §3).
10 | ///
warning: 'ModelContainer' doesn't exist at '/AdaptInference/AdaptModelLoader/loadContainer(source:downloader:tokenizerLoader:progressHandler:)'
--> Sources/AdaptInference/AdaptModelLoader.swift:22:19-22:33
20 | }
21 |
22 + /// Loads a ``ModelContainer`` for the given source.
23 | ///
24 | /// - Parameters:
warning: 'Tokenizer' doesn't exist at '/AdaptInference/AdaptModelLoader/loadContainer(source:downloader:tokenizerLoader:progressHandler:)'
--> Sources/AdaptInference/AdaptModelLoader.swift:28:40-28:49
26 | /// - downloader: Required when `source` is ``ModelSource/id(_:revision:)``.
27 | /// Ignored for local directories.
28 + /// - tokenizerLoader: Loads a ``Tokenizer`` from the resolved tokenizer directory.
29 | /// - progressHandler: Optional download progress callback.
30 | /// - Returns: A container that serializes all model access.
warning: 'ModelContext' doesn't exist at '/AdaptInference/AdaptModelLoader/loadContext(source:downloader:tokenizerLoader:progressHandler:)'
--> Sources/AdaptInference/AdaptModelLoader.swift:71:32-71:44
69 | }
70 |
71 + /// Loads a transferable ``ModelContext`` (owns the module — for training).
72 | ///
73 | /// Same seams as ``loadContainer(source:downloader:tokenizerLoader:progressHandler:)``.
warning: 'Downloader' doesn't exist at '/AdaptInference/AdaptSession'
--> Sources/AdaptInference/AdaptSession.swift:31:45-31:55
29 | /// ## Injection seams
30 | ///
31 + /// Model acquisition uses mlx-swift-lm's ``Downloader`` and ``TokenizerLoader``
32 | /// protocols — this module never imports Hugging Face networking packages.
33 | /// Pass a hub downloader from `adapt-cli` (or your own); pass a local tokenizer
warning: 'TokenizerLoader' doesn't exist at '/AdaptInference/AdaptSession'
--> Sources/AdaptInference/AdaptSession.swift:31:64-31:79
29 | /// ## Injection seams
30 | ///
31 + /// Model acquisition uses mlx-swift-lm's ``Downloader`` and ``TokenizerLoader``
32 | /// protocols — this module never imports Hugging Face networking packages.
33 | /// Pass a hub downloader from `adapt-cli` (or your own); pass a local tokenizer
warning: 'ModelContainer' doesn't exist at '/AdaptInference/AdaptSession/init(container:lineage:registry:loadActiveAdapter:)'
--> Sources/AdaptInference/AdaptSession.swift:93:35-93:49
91 | }
92 |
93 + /// Binds an already-loaded ``ModelContainer`` (e.g. shared with training).
94 | ///
95 | /// Auto-loads the active adapter with integrity verification unless
warning: 'SFTPromptFormatter' doesn't exist at '/AdaptInference/AdaptSession/generate(prompt:options:)'
--> Sources/AdaptInference/AdaptSession.swift:145:51-145:69
143 | ///
144 | /// - Parameters:
145 + /// - prompt: User-turn text. Encoded via ``SFTPromptFormatter`` under the
146 | /// session's prompt-format convention (chat template when available,
147 | /// otherwise raw concatenation) — identical to AdaptTrain SFT.
warning: 'SFTFormattingError' doesn't exist at '/AdaptInference/GenerationOptions/chatTemplateEnableThinking'
--> Sources/AdaptInference/GenerationOptions.swift:41:22-41:40
39 | ///
40 | /// **Chat-template path only.** Under raw concatenation a non-`nil` value
41 + /// fails with ``SFTFormattingError/chatTemplateOptionNotApplicable(_:)``
42 | /// rather than being ignored. Adapt does **not** strip thinking tags from
43 | /// model output if a template ignores the flag — see AdaptInference README.
warning: 'Downloader' doesn't exist at '/AdaptInference/ModelSource'
--> Sources/AdaptInference/ModelSource.swift:5:52-5:62
3 | /// Where to load a base language model from.
4 | ///
5 + /// Remote identifiers require a caller-supplied ``Downloader`` (injected at
6 | /// session construction). Local directories need only a ``TokenizerLoader`` —
7 | /// the no-network host-app path for bundle-shipped weights.
warning: 'TokenizerLoader' doesn't exist at '/AdaptInference/ModelSource'
--> Sources/AdaptInference/ModelSource.swift:6:60-6:75
4 | ///
5 | /// Remote identifiers require a caller-supplied ``Downloader`` (injected at
6 + /// session construction). Local directories need only a ``TokenizerLoader`` —
7 | /// the no-network host-app path for bundle-shipped weights.
8 | public enum ModelSource: Sendable, Equatable {
warning: 'Downloader' doesn't exist at '/AdaptInference/ModelSource/id(_:revision:)'
--> Sources/AdaptInference/ModelSource.swift:12:79-12:89
10 | ///
11 | /// - Parameters:
12 + /// - id: Provider-specific repository id interpreted by the injected ``Downloader``.
13 | /// - revision: Optional revision (branch/tag/commit). `nil` lets the downloader default.
14 | case id(String, revision: String? = nil)
Finished building documentation for 'AdaptInference' (0.09s)
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Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/asaptf/swift-adapt/0.2.0/linkable-paths.json
Target: AdaptEval
Extracting symbol information for 'AdaptEval'...
Finished extracting symbol information for 'AdaptEval'. (4.68s)
Building documentation for 'AdaptEval'...
warning: 'promote' doesn't exist at '/AdaptEval/GateDecision'
--> Sources/AdaptEval/GateDecision.swift:8:9-8:16
6 | /// ## Type-system distinction (architecture §4.5)
7 | ///
8 + /// - ``promote`` — candidate is significantly better; safe to flip active.
| ╰─suggestion: Replace 'promote' with 'promote(_:)'
9 | /// - ``refuse`` — candidate failed the gate; do **not** promote. May feed
10 | /// §4.6 exponential backoff (bad adapter / no significant win).
warning: 'refuse' doesn't exist at '/AdaptEval/GateDecision'
--> Sources/AdaptEval/GateDecision.swift:9:9-9:15
7 | ///
8 | /// - ``promote`` — candidate is significantly better; safe to flip active.
9 + /// - ``refuse`` — candidate failed the gate; do **not** promote. May feed
| ╰─suggestion: Replace 'refuse' with 'refuse(_:)'
10 | /// §4.6 exponential backoff (bad adapter / no significant win).
11 | /// - ``abstain`` — insufficient evidence (below floor, empty effective n, …).
warning: 'abstain' doesn't exist at '/AdaptEval/GateDecision'
--> Sources/AdaptEval/GateDecision.swift:11:9-11:16
9 | /// - ``refuse`` — candidate failed the gate; do **not** promote. May feed
10 | /// §4.6 exponential backoff (bad adapter / no significant win).
11 + /// - ``abstain`` — insufficient evidence (below floor, empty effective n, …).
| ╰─suggestion: Replace 'abstain' with 'abstain(_:)'
12 | /// Does **not** feed backoff: the deficiency is data volume, not a bad adapter.
13 | ///
warning: 'refuse' doesn't exist at '/AdaptEval/GateDecision/feedsBackoff'
--> Sources/AdaptEval/GateDecision.swift:30:27-30:33
28 | }
29 |
30 + /// `true` only for ``refuse`` — the signal §4.6 backoff should consume.
31 | public var feedsBackoff: Bool {
32 | if case .refuse = self { return true }
warning: 'abstain' doesn't exist at '/AdaptEval/GateDecision/isAbstention'
--> Sources/AdaptEval/GateDecision.swift:36:27-36:34
34 | }
35 |
36 + /// `true` only for ``abstain``.
37 | public var isAbstention: Bool {
38 | if case .abstain = self { return true }
warning: 'EvalReport' doesn't exist at '/AdaptEval/GateDecision/kind'
--> Sources/AdaptEval/GateDecision.swift:42:28-42:38
40 | }
41 |
42 + /// Codable kind for ``EvalReport/gateDecision``.
43 | public var kind: EvalReport.GateDecisionKind {
44 | switch self {
warning: 'promote' doesn't exist at '/AdaptEval/GateDecision'
--> Sources/AdaptEval/GateDecision.swift:142:57-142:64
140 | case pinBroken(missingIDs: [UUID], report: EvalReport)
141 |
142 + /// `true` only when the decision is ``GateDecision/promote``.
| ╰─suggestion: Replace 'promote' with 'promote(_:)'
143 | public var shouldPromote: Bool {
144 | if case .decided(let decision, _) = self {
warning: 'EvalReport' doesn't exist at '/AdaptEval/EvaluationResult/report'
--> Sources/AdaptEval/GateDecision.swift:150:15-150:25
148 | }
149 |
150 + /// The ``EvalReport`` always carried by either outcome.
151 | public var report: EvalReport {
152 | switch self {
warning: Parameter 'lineageID' is missing documentation
--> Sources/AdaptEval/HeldOutPin.swift:125:30-125:30
123 | /// - Parameter mode: ``HeldOutPinMode/stratifiedFraction`` for buffer
| ╰─suggestion: Document 'lineageID' parameter
124 | /// sampling; ``HeldOutPinMode/entirePool`` when `pool` is already the
125 + /// held-out set (CLI).
126 | public static func select(
127 | from pool: [TrainingExample],
warning: Parameter 'policy' is missing documentation
--> Sources/AdaptEval/HeldOutPin.swift:125:30-125:30
123 | /// - Parameter mode: ``HeldOutPinMode/stratifiedFraction`` for buffer
| ╰─suggestion: Document 'policy' parameter
124 | /// sampling; ``HeldOutPinMode/entirePool`` when `pool` is already the
125 + /// held-out set (CLI).
126 | public static func select(
127 | from pool: [TrainingExample],
warning: Parameter 'now' is missing documentation
--> Sources/AdaptEval/HeldOutPin.swift:125:30-125:30
123 | /// - Parameter mode: ``HeldOutPinMode/stratifiedFraction`` for buffer
124 | /// sampling; ``HeldOutPinMode/entirePool`` when `pool` is already the
125 + /// held-out set (CLI).
| ╰─suggestion: Document 'now' parameter
126 | public static func select(
127 | from pool: [TrainingExample],
warning: Parameter 'seed' is missing documentation
--> Sources/AdaptEval/HeldOutPin.swift:125:30-125:30
123 | /// - Parameter mode: ``HeldOutPinMode/stratifiedFraction`` for buffer
| ╰─suggestion: Document 'seed' parameter
124 | /// sampling; ``HeldOutPinMode/entirePool`` when `pool` is already the
125 + /// held-out set (CLI).
126 | public static func select(
127 | from pool: [TrainingExample],
warning: Parameter 'pool' is missing documentation
--> Sources/AdaptEval/HeldOutPin.swift:125:30-125:30
123 | /// - Parameter mode: ``HeldOutPinMode/stratifiedFraction`` for buffer
| ╰─suggestion: Document 'pool' parameter
124 | /// sampling; ``HeldOutPinMode/entirePool`` when `pool` is already the
125 + /// held-out set (CLI).
126 | public static func select(
127 | from pool: [TrainingExample],
warning: 'loadOrCreate' doesn't exist at '/AdaptEval/HeldOutPinStore/remove(from:)'
--> Sources/AdaptEval/HeldOutPinStore.swift:87:42-87:54
85 | }
86 |
87 + /// Removes a pin file so the next ``loadOrCreate`` can draw a new yardstick.
88 | ///
89 | /// Used after ``EvaluationResult/pinBroken`` when the host chooses to re-pin
warning: 'pinBroken' doesn't exist at '/AdaptEval/EvaluationResult'
--> Sources/AdaptEval/HeldOutPinStore.swift:89:39-89:48
87 | /// Removes a pin file so the next ``loadOrCreate`` can draw a new yardstick.
88 | ///
89 + /// Used after ``EvaluationResult/pinBroken`` when the host chooses to re-pin
| ╰─suggestion: Replace 'pinBroken' with 'pinBroken(missingIDs:report:)'
90 | /// (architecture §4.5 / AdaptData: prune may delete pinned IDs). No-op when
91 | /// the file is already absent. Comparisons across a re-pin boundary are
warning: 'EvalReport' doesn't exist at '/AdaptEval/PromotionGate/makeReport(decision:primaryMetric:primaryDirection:supervisedTokenCount:notes:)'
--> Sources/AdaptEval/PromotionGate.swift:122:21-122:31
120 | }
121 |
122 + /// Builds an ``EvalReport`` from a gate decision (CE primary assumed when
123 | /// means are present).
124 | public static func makeReport(
warning: 'invalidPolicy' doesn't exist at '/AdaptEval/AdaptEvalError'
--> Sources/AdaptEval/PromotionPolicy.swift:52:58-52:71
50 | }
51 |
52 + /// Validates policy ranges; throws ``AdaptEvalError/invalidPolicy`` on bad values.
| ╰─suggestion: Replace 'invalidPolicy' with 'invalidPolicy(_:)'
53 | public func validate() throws {
54 | guard minHeldOut > 0 else {
Finished building documentation for 'AdaptEval' (0.19s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/asaptf/swift-adapt/0.2.0
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Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/asaptf/swift-adapt/0.2.0/linkable-paths.json
Target: AdaptSchedule
Extracting symbol information for 'AdaptSchedule'...
Finished extracting symbol information for 'AdaptSchedule'. (12.12s)
Building documentation for 'AdaptSchedule'...
warning: 'insufficientMemory' doesn't exist at '/AdaptSchedule/AdaptScheduleError'
--> Sources/AdaptSchedule/AdaptCapability.swift:30:37-30:55
28 | }
29 |
30 + /// Throws ``AdaptScheduleError/insufficientMemory`` when below the floor.
| ╰─suggestion: Replace 'insufficientMemory' with 'insufficientMemory(haveBytes:needBytes:)'
31 | ///
32 | /// - Parameter physicalMemoryBytes: Injectable for tests; defaults to the
warning: 'run()' doesn't exist at '/AdaptSchedule/AdaptPipeline'
--> Sources/AdaptSchedule/AdaptPipeline.swift:14:17-14:22
12 | /// `prune → sample → train(budget) → eval → maybe-promote → (sync later)`
13 | ///
14 + /// One call: ``run()``. Every stage is individually skippable via
| ╰─suggestion: Replace 'run()' with 'run(configuration:)'
15 | /// ``PipelineConfiguration``. Cancellation is checked at **every stage
16 | /// boundary**; when cancelled, the method returns an outcome naming the stage
warning: 'EvaluationResult' doesn't exist at '/AdaptSchedule/AdaptPipeline/evalRunner'
--> Sources/AdaptSchedule/AdaptPipeline.swift:35:41-35:57
33 | /// Training seam (MLX trainer or test fake).
34 | public let trainRunner: any PipelineTrainRunner
35 + /// Evaluation seam (must produce ``EvaluationResult`` / ``GateDecision``).
36 | public let evalRunner: any PipelineEvalRunner
37 | /// Device condition reader.
warning: 'GateDecision' doesn't exist at '/AdaptSchedule/AdaptPipeline/evalRunner'
--> Sources/AdaptSchedule/AdaptPipeline.swift:35:64-35:76
33 | /// Training seam (MLX trainer or test fake).
34 | public let trainRunner: any PipelineTrainRunner
35 + /// Evaluation seam (must produce ``EvaluationResult`` / ``GateDecision``).
36 | public let evalRunner: any PipelineEvalRunner
37 | /// Device condition reader.
warning: 'failed' doesn't exist at '/AdaptSchedule/PipelineStopReason'
--> Sources/AdaptSchedule/AdaptPipeline.swift:72:66-72:72
70 | /// - Throws: ``AdaptScheduleError`` for capability / device policy / backoff
71 | /// refusals when those gates fire **before** stages begin. Stage failures
72 + /// after work starts are returned as ``PipelineStopReason/failed``.
| ╰─suggestion: Replace 'failed' with 'failed(at:message:)'
73 | @discardableResult
74 | public func run(
warning: 'invalidConfiguration' doesn't exist at '/AdaptSchedule/AdaptScheduleError'
--> Sources/AdaptSchedule/BackoffPolicy.swift:33:55-33:75
31 | }
32 |
33 + /// Validates delays; throws ``AdaptScheduleError/invalidConfiguration``.
| ╰─suggestion: Replace 'invalidConfiguration' with 'invalidConfiguration(_:)'
34 | public func validate() throws {
35 | guard baseDelay > .zero else {
warning: 'recordRefusal' doesn't exist at '/AdaptSchedule/BackoffState/reset()'
--> Sources/AdaptSchedule/BackoffPolicy.swift:84:28-84:41
82 |
83 | /// Clears backoff (promote, or explicit reset). Abstention must call
84 + /// neither this nor ``recordRefusal`` — leave state unchanged.
85 | public mutating func reset() {
86 | consecutiveRefusals = 0
warning: 'invalidConfiguration' doesn't exist at '/AdaptSchedule/AdaptScheduleError'
--> Sources/AdaptSchedule/DevicePolicy.swift:68:55-68:75
66 | }
67 |
68 + /// Validates ranges; throws ``AdaptScheduleError/invalidConfiguration``.
| ╰─suggestion: Replace 'invalidConfiguration' with 'invalidConfiguration(_:)'
69 | public func validate() throws {
70 | guard minimumBatteryLevel >= 0, minimumBatteryLevel <= 1, minimumBatteryLevel.isFinite
warning: 'run' doesn't exist at '/AdaptSchedule/AdaptPipeline'
--> Sources/AdaptSchedule/PipelineConfiguration.swift:6:43-6:46
4 | import Foundation
5 |
6 + /// Tunables for a single ``AdaptPipeline/run`` invocation.
7 | ///
8 | /// Every stage has an individual enable flag. Disabling one stage does **not**
warning: 'GateDecision' doesn't exist at '/AdaptSchedule/PipelineConfiguration/runPromote'
--> Sources/AdaptSchedule/PipelineConfiguration.swift:20:46-20:58
18 | /// Run the AdaptEval gate (never silently skipped just because prune ran).
19 | public var runEval: Bool
20 + /// Promote only when the gate returns ``GateDecision/promote``.
21 | public var runPromote: Bool
22 | /// Reserved for M6 AdaptSync; currently a documented no-op when true.
warning: 'run' doesn't exist at '/AdaptSchedule/AdaptPipeline'
--> Sources/AdaptSchedule/PipelineOutcome.swift:7:35-7:38
5 | import Foundation
6 |
7 + /// Result of one ``AdaptPipeline/run`` invocation.
8 | ///
9 | /// Free of user training content. Carries enough structure for tests to assert
warning: 'Trainer' doesn't exist at '/AdaptSchedule/PipelineTrainRunner'
--> Sources/AdaptSchedule/PipelineRunners.swift:11:45-11:52
9 | ///
10 | /// Keeping MLX behind this protocol lets `swift test` stay model-free while the
11 + /// host app / QuickReply supplies a real ``Trainer``-backed runner.
12 | public protocol PipelineTrainRunner: Sendable {
13 | /// Trains on `examples` under `budget`, writing candidates into `registry`.
warning: 'EvaluationResult' doesn't exist at '/AdaptSchedule/GateEvalRunner/evaluate(lineage:lineageDirectory:source:policy:seed:)'
--> Sources/AdaptSchedule/PipelineRunners.swift:25:56-25:72
23 | /// score comparison.
24 | public protocol PipelineEvalRunner: Sendable {
25 + /// Scores candidate vs incumbent and returns an ``EvaluationResult``.
26 | func evaluate(
27 | lineage: AdapterLineage,
warning: 'EvaluationResult' doesn't exist at '/AdaptSchedule/ClosureEvalRunner/evaluate(lineage:lineageDirectory:source:policy:seed:)'
--> Sources/AdaptSchedule/PipelineRunners.swift:25:56-25:72
23 | /// score comparison.
24 | public protocol PipelineEvalRunner: Sendable {
25 + /// Scores candidate vs incumbent and returns an ``EvaluationResult``.
26 | func evaluate(
27 | lineage: AdapterLineage,
warning: 'EvaluationResult' doesn't exist at '/AdaptSchedule/PipelineEvalRunner/evaluate(lineage:lineageDirectory:source:policy:seed:)'
--> Sources/AdaptSchedule/PipelineRunners.swift:25:56-25:72
23 | /// score comparison.
24 | public protocol PipelineEvalRunner: Sendable {
25 + /// Scores candidate vs incumbent and returns an ``EvaluationResult``.
26 | func evaluate(
27 | lineage: AdapterLineage,
warning: 'PromotionEvaluator' doesn't exist at '/AdaptSchedule/GateEvalRunner'
--> Sources/AdaptSchedule/PipelineRunners.swift:112:29-112:47
110 | }
111 |
112 + /// Production eval path: ``PromotionEvaluator`` with injected scorers.
113 | ///
114 | /// Hosts that can load adapters construct candidate/incumbent
warning: 'PerExampleScorer' doesn't exist at '/AdaptSchedule/GateEvalRunner'
--> Sources/AdaptSchedule/PipelineRunners.swift:115:7-115:23
113 | ///
114 | /// Hosts that can load adapters construct candidate/incumbent
115 + /// ``PerExampleScorer`` instances (typically AdaptTrain's MLX scorer). The
116 | /// pipeline never compares raw averages itself.
117 | public struct GateEvalRunner: PipelineEvalRunner {
warning: 'TrainBudget' doesn't exist at '/AdaptSchedule/PipelineStage/train'
--> Sources/AdaptSchedule/PipelineStage.swift:13:30-13:41
11 | /// Draw a training mini-corpus from the buffer.
12 | case sample
13 + /// LoRA train under a ``TrainBudget``.
14 | case train
15 | /// Run the AdaptEval promotion gate on the candidate.
warning: 'TrainBudget' doesn't exist at '/AdaptSchedule/PlatformTrainBudget'
--> Sources/AdaptSchedule/PlatformTrainBudget.swift:4:24-4:35
2 | import Foundation
3 |
4 + /// Platform default ``TrainBudget`` values for the night pipeline (§4.6).
5 | ///
6 | /// ## Do not treat these as measured phone budgets
Finished building documentation for 'AdaptSchedule' (0.19s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/asaptf/swift-adapt/0.2.0
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Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/asaptf/swift-adapt/0.2.0/linkable-paths.json
Target: AdaptMacros
Extracting symbol information for 'AdaptMacros'...
Finished extracting symbol information for 'AdaptMacros'. (4.71s)
Building documentation for 'AdaptMacros'...
warning: 'ReplayBuffer' doesn't exist at '/AdaptMacros/Personalizable(task:)'
--> Sources/AdaptMacros/Macros.swift:23:23-23:35
21 | /// - `makeTrainingExample(source:weight:id:capturedAt:)` assembling prompt/completion
22 | ///
23 + /// Capture into an ``ReplayBuffer`` (scrub + privacy budget) is provided by
24 | /// ``PersonalizationSignal/capture(_:into:source:weight:)`` on the protocol extension —
25 | /// scheduled off the caller's hot path as a `Task`.
warning: 'TrainingExample' doesn't exist at '/AdaptMacros/PersonalizationSignal'
--> Sources/AdaptMacros/PersonalizationSignal.swift:12:51-12:66
10 | /// ## Capture path
11 | ///
12 + /// ``capture(_:into:source:weight:)`` builds a ``TrainingExample`` and schedules
| ├─suggestion: Replace 'TrainingExample' with 'makeTrainingExample(source:weight:)'
| ╰─suggestion: Replace 'TrainingExample' with 'makeTrainingExample(source:weight:id:capturedAt:)'
13 | /// ``ReplayBuffer/add(_:)`` on a detached task so scrubbing, privacy-budget
14 | /// checks, and SQLite I/O do not block the caller's hot path. Scrubbing always
warning: 'ReplayBuffer' doesn't exist at '/AdaptMacros/PersonalizationSignal'
--> Sources/AdaptMacros/PersonalizationSignal.swift:13:7-13:19
11 | ///
12 | /// ``capture(_:into:source:weight:)`` builds a ``TrainingExample`` and schedules
13 + /// ``ReplayBuffer/add(_:)`` on a detached task so scrubbing, privacy-budget
14 | /// checks, and SQLite I/O do not block the caller's hot path. Scrubbing always
15 | /// happens inside the buffer — never in the macro expansion.
warning: 'AdapterLineage' doesn't exist at '/AdaptMacros/PersonalizationSignal/personalizationTaskID'
--> Sources/AdaptMacros/PersonalizationSignal.swift:17:36-17:50
15 | /// happens inside the buffer — never in the macro expansion.
16 | public protocol PersonalizationSignal: Sendable {
17 + /// Task identifier matching ``AdapterLineage/taskID`` for this signal.
18 | static var personalizationTaskID: String { get }
19 |
warning: 'TrainingExample' doesn't exist at '/AdaptMacros/PersonalizationSignal/makeTrainingExample(source:weight:id:capturedAt:)'
--> Sources/AdaptMacros/PersonalizationSignal.swift:20:20-20:35
18 | static var personalizationTaskID: String { get }
19 |
20 + /// Builds a ``TrainingExample`` from this instance's prompt/completion fields.
21 | ///
22 | /// Does **not** scrub text. Scrubbing is the buffer's responsibility at
warning: 'TrainingExample' doesn't exist at '/AdaptMacros/PersonalizationSignal/capture(_:into:source:weight:)'
--> Sources/AdaptMacros/PersonalizationSignal.swift:55:23-55:38
53 | ///
54 | /// Returns a `Task` that:
55 + /// 1. Builds a ``TrainingExample`` from the annotated fields
56 | /// 2. Calls ``ReplayBuffer/add(_:)``, which scrubs, enforces the daily
57 | /// privacy budget, deduplicates, and persists
warning: 'ReplayBuffer' doesn't exist at '/AdaptMacros/PersonalizationSignal/capture(_:into:source:weight:)'
--> Sources/AdaptMacros/PersonalizationSignal.swift:56:20-56:32
54 | /// Returns a `Task` that:
55 | /// 1. Builds a ``TrainingExample`` from the annotated fields
56 + /// 2. Calls ``ReplayBuffer/add(_:)``, which scrubs, enforces the daily
57 | /// privacy budget, deduplicates, and persists
58 | ///
warning: 'ReplayBuffer' doesn't exist at '/AdaptMacros/PersonalizationSignal/capture(_:into:source:weight:)'
--> Sources/AdaptMacros/PersonalizationSignal.swift:59:48-59:60
57 | /// privacy budget, deduplicates, and persists
58 | ///
59 + /// Await `task.value` when you need the ``ReplayBuffer/AddResult`` or to
60 | /// surface ``AdaptDataError/privacyBudgetExceeded``. Discard the task for
61 | /// fire-and-forget capture.
warning: 'AdaptDataError' doesn't exist at '/AdaptMacros/PersonalizationSignal/capture(_:into:source:weight:)'
--> Sources/AdaptMacros/PersonalizationSignal.swift:60:19-60:33
58 | ///
59 | /// Await `task.value` when you need the ``ReplayBuffer/AddResult`` or to
60 + /// surface ``AdaptDataError/privacyBudgetExceeded``. Discard the task for
61 | /// fire-and-forget capture.
62 | ///
Finished building documentation for 'AdaptMacros' (0.05s)
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