Swift Package IndexBuild Information
Successful build of whisperkit, reference v0.13.0 (b3c412), with Swift 6.2 (beta) for macOS (SPM) on 24 Jun 2025 15:42:31 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-26.0.0-Beta.app xcrun swift build --arch arm64Build Log
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RunAll
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Builder version: 4.64.0
Interrupt handler set up.
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Checkout
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Clone URL: https://github.com/argmaxinc/whisperkit.git
Reference: v0.13.0
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/argmaxinc/whisperkit
* tag v0.13.0 -> FETCH_HEAD
HEAD is now at b3c412a Release v0.13.0
Cloned https://github.com/argmaxinc/whisperkit.git
Revision (git rev-parse @):
b3c412aa7520069f6c71f7cc217fbcf850ba31a1
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/argmaxinc/whisperkit.git at v0.13.0
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Build
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Selected platform: macosSpm
Swift version: 6.2
Building package at path: $PWD
https://github.com/argmaxinc/whisperkit.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.0.0-Beta.app xcrun swift build --arch arm64
[1/1] Compiling plugin GenerateManual
Building for debugging...
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[4/20] Write whisperkit-cli-entitlement.plist
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[96/153] Emitting module OrderedCollections
[105/167] Emitting module ArgumentParser
[120/167] Compiling ArgumentParser Platform.swift
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[123/167] Compiling ArgumentParser Tree.swift
[124/167] Compiling Jinja Utilities.swift
[125/167] Compiling Jinja StringExtension.swift
[126/167] Compiling Jinja Lexer.swift
[127/167] Emitting module Hub
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[138/167] Emitting module Jinja
[155/179] Compiling Tokenizers Trie.swift
[156/179] Compiling Tokenizers UnigramTokenizer.swift
[157/180] Compiling TensorUtils MLMultiArray+Utils.swift
[158/181] Compiling Tokenizers Normalizer.swift
[159/181] Emitting module TensorUtils
[160/181] Compiling Tokenizers TokenLattice.swift
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[164/181] Emitting module Tokenizers
[165/181] Compiling Tokenizers ByteEncoder.swift
[166/181] Compiling Tokenizers Decoder.swift
[167/181] Compiling Tokenizers BPETokenizer.swift
[168/181] Compiling Tokenizers BertTokenizer.swift
[169/181] Compiling Tokenizers Utils.swift
[170/181] Compiling TensorUtils TopKLogitsWarper.swift
[171/181] Compiling TensorUtils TopPLogitsWarper.swift
[172/181] Compiling TensorUtils LogitsWarper.swift
[173/181] Compiling TensorUtils LogitsProcessor.swift
[174/181] Compiling TensorUtils Math.swift
[175/181] Compiling TensorUtils MLShapedArray+Utils.swift
[176/181] Compiling TensorUtils TemperatureLogitsWarper.swift
[177/181] Compiling TensorUtils RepetitionPenaltyWarper.swift
[178/181] Compiling TensorUtils Weights.swift
[179/184] Emitting module Generation
[180/184] Compiling Generation Generation.swift
[181/184] Compiling Generation GenerationConfig.swift
[182/187] Compiling Models LanguageModelTypes.swift
[183/187] Emitting module Models
[184/187] Compiling Models LanguageModel.swift
[185/210] Emitting module WhisperKit
[186/212] Compiling WhisperKit ResultWriter.swift
[187/212] Compiling WhisperKit TextUtilities.swift
[188/212] Compiling WhisperKit Logging.swift
[189/212] Compiling WhisperKit ModelUtilities.swift
[190/212] Compiling WhisperKit TranscriptionUtilities.swift
[191/212] Compiling WhisperKit WhisperError.swift
[192/212] Compiling WhisperKit EnergyVAD.swift
[193/212] Compiling WhisperKit VoiceActivityDetector.swift
[194/212] Compiling WhisperKit AudioEncoder.swift
[195/212] Compiling WhisperKit LogitsFilter.swift
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:158:25: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
156 | guard let logprobsInputDescriptor = BNNSNDArrayDescriptor(
157 | data: logprobsInputPointer,
158 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
159 | shape: .vector(logits.count, stride: 1)
160 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:166:25: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
164 |
165 | let logprobs = BNNSNDArrayDescriptor.allocateUninitialized(
166 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
167 | shape: .vector(logits.count, stride: 1)
168 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:172:22: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
170 |
171 | do {
172 | try BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
173 | activation: BNNS.ActivationFunction.logSoftmax,
174 | input: logprobsInputDescriptor,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:173:34: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
171 | do {
172 | try BNNS.applyActivation(
173 | activation: BNNS.ActivationFunction.logSoftmax,
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
174 | input: logprobsInputDescriptor,
175 | output: logprobs,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:188:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
186 | guard let logSumExpInputDescriptor = BNNSNDArrayDescriptor(
187 | data: logSumExpInputPointer,
188 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
189 | shape: .vector(timeTokenCount, stride: 1)
190 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:196:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
194 |
195 | let timestampLogProb = BNNSNDArrayDescriptor.allocateUninitialized(
196 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
197 | shape: .vector(1, stride: 1)
198 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:215:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
213 | guard let maxTextTokenLogProbInputDescriptor = BNNSNDArrayDescriptor(
214 | data: maxTextTokenLogProbInputPointer,
215 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
216 | shape: .vector(noTimeTokenCount, stride: 1)
217 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:223:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
221 |
222 | let maxTextTokenLogProb = BNNSNDArrayDescriptor.allocateUninitialized(
223 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
224 | shape: .vector(1, stride: 1)
225 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:104:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
85 | #endif
86 |
87 | private func sampleWithBNNS(logits: MLMultiArray) -> (token: Int, logprob: Float) {
| `- note: add @available attribute to enclosing instance method
88 | // TODO: BNNS operations here are deprecated, replace with vDSP or MLX
89 | var softmaxOutput: BNNSNDArrayDescriptor?
:
102 | let logitsDescriptor = BNNSNDArrayDescriptor(
103 | data: logitsRawPointer,
104 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
105 | shape: .vector(logits.count, stride: 1)
106 | )!
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:113:33: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
85 | #endif
86 |
87 | private func sampleWithBNNS(logits: MLMultiArray) -> (token: Int, logprob: Float) {
| `- note: add @available attribute to enclosing instance method
88 | // TODO: BNNS operations here are deprecated, replace with vDSP or MLX
89 | var softmaxOutput: BNNSNDArrayDescriptor?
:
111 | if temperature != 0.0 {
112 | let scaledLogits = BNNSNDArrayDescriptor.allocateUninitialized(
113 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
114 | shape: .vector(logits.count, stride: 1)
115 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:117:27: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
115 | )
116 |
117 | try! BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
118 | activation: BNNS.ActivationFunction.linear(alpha: Float(1 / temperature)),
119 | input: logitsDescriptor,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:118:38: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
116 |
117 | try! BNNS.applyActivation(
118 | activation: BNNS.ActivationFunction.linear(alpha: Float(1 / temperature)),
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
119 | input: logitsDescriptor,
120 | output: scaledLogits,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:134:22: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
132 | )
133 |
134 | try BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
135 | activation: BNNS.ActivationFunction.softmax,
136 | input: softmaxInput!,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:135:34: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
133 |
134 | try BNNS.applyActivation(
135 | activation: BNNS.ActivationFunction.softmax,
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
136 | input: softmaxInput!,
137 | output: softmaxOutput!,
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[196/212] Compiling WhisperKit SegmentSeeker.swift
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:158:25: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
156 | guard let logprobsInputDescriptor = BNNSNDArrayDescriptor(
157 | data: logprobsInputPointer,
158 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
159 | shape: .vector(logits.count, stride: 1)
160 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:166:25: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
164 |
165 | let logprobs = BNNSNDArrayDescriptor.allocateUninitialized(
166 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
167 | shape: .vector(logits.count, stride: 1)
168 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:172:22: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
170 |
171 | do {
172 | try BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
173 | activation: BNNS.ActivationFunction.logSoftmax,
174 | input: logprobsInputDescriptor,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:173:34: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
171 | do {
172 | try BNNS.applyActivation(
173 | activation: BNNS.ActivationFunction.logSoftmax,
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
174 | input: logprobsInputDescriptor,
175 | output: logprobs,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:188:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
186 | guard let logSumExpInputDescriptor = BNNSNDArrayDescriptor(
187 | data: logSumExpInputPointer,
188 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
189 | shape: .vector(timeTokenCount, stride: 1)
190 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:196:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
194 |
195 | let timestampLogProb = BNNSNDArrayDescriptor.allocateUninitialized(
196 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
197 | shape: .vector(1, stride: 1)
198 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:215:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
213 | guard let maxTextTokenLogProbInputDescriptor = BNNSNDArrayDescriptor(
214 | data: maxTextTokenLogProbInputPointer,
215 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
216 | shape: .vector(noTimeTokenCount, stride: 1)
217 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:223:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
221 |
222 | let maxTextTokenLogProb = BNNSNDArrayDescriptor.allocateUninitialized(
223 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
224 | shape: .vector(1, stride: 1)
225 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:104:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
85 | #endif
86 |
87 | private func sampleWithBNNS(logits: MLMultiArray) -> (token: Int, logprob: Float) {
| `- note: add @available attribute to enclosing instance method
88 | // TODO: BNNS operations here are deprecated, replace with vDSP or MLX
89 | var softmaxOutput: BNNSNDArrayDescriptor?
:
102 | let logitsDescriptor = BNNSNDArrayDescriptor(
103 | data: logitsRawPointer,
104 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
105 | shape: .vector(logits.count, stride: 1)
106 | )!
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:113:33: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
85 | #endif
86 |
87 | private func sampleWithBNNS(logits: MLMultiArray) -> (token: Int, logprob: Float) {
| `- note: add @available attribute to enclosing instance method
88 | // TODO: BNNS operations here are deprecated, replace with vDSP or MLX
89 | var softmaxOutput: BNNSNDArrayDescriptor?
:
111 | if temperature != 0.0 {
112 | let scaledLogits = BNNSNDArrayDescriptor.allocateUninitialized(
113 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
114 | shape: .vector(logits.count, stride: 1)
115 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:117:27: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
115 | )
116 |
117 | try! BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
118 | activation: BNNS.ActivationFunction.linear(alpha: Float(1 / temperature)),
119 | input: logitsDescriptor,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:118:38: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
116 |
117 | try! BNNS.applyActivation(
118 | activation: BNNS.ActivationFunction.linear(alpha: Float(1 / temperature)),
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
119 | input: logitsDescriptor,
120 | output: scaledLogits,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:134:22: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
132 | )
133 |
134 | try BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
135 | activation: BNNS.ActivationFunction.softmax,
136 | input: softmaxInput!,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:135:34: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
133 |
134 | try BNNS.applyActivation(
135 | activation: BNNS.ActivationFunction.softmax,
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
136 | input: softmaxInput!,
137 | output: softmaxOutput!,
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[197/212] Compiling WhisperKit TokenSampler.swift
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:158:25: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
156 | guard let logprobsInputDescriptor = BNNSNDArrayDescriptor(
157 | data: logprobsInputPointer,
158 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
159 | shape: .vector(logits.count, stride: 1)
160 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:166:25: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
164 |
165 | let logprobs = BNNSNDArrayDescriptor.allocateUninitialized(
166 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
167 | shape: .vector(logits.count, stride: 1)
168 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:172:22: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
170 |
171 | do {
172 | try BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
173 | activation: BNNS.ActivationFunction.logSoftmax,
174 | input: logprobsInputDescriptor,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:173:34: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
171 | do {
172 | try BNNS.applyActivation(
173 | activation: BNNS.ActivationFunction.logSoftmax,
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
174 | input: logprobsInputDescriptor,
175 | output: logprobs,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:188:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
186 | guard let logSumExpInputDescriptor = BNNSNDArrayDescriptor(
187 | data: logSumExpInputPointer,
188 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
189 | shape: .vector(timeTokenCount, stride: 1)
190 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:196:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
194 |
195 | let timestampLogProb = BNNSNDArrayDescriptor.allocateUninitialized(
196 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
197 | shape: .vector(1, stride: 1)
198 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:215:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
213 | guard let maxTextTokenLogProbInputDescriptor = BNNSNDArrayDescriptor(
214 | data: maxTextTokenLogProbInputPointer,
215 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
216 | shape: .vector(noTimeTokenCount, stride: 1)
217 | ) else {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/LogitsFilter.swift:223:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
146 | }
147 |
148 | private func sumOfProbabilityOverTimestampsIsAboveAnyOtherToken(logits: MLMultiArray, timeTokenBegin: Int) -> Bool {
| `- note: add @available attribute to enclosing instance method
149 | let timeTokenBeginOffset = logits.linearOffset(for: [0, 0, timeTokenBegin as NSNumber])
150 |
:
221 |
222 | let maxTextTokenLogProb = BNNSNDArrayDescriptor.allocateUninitialized(
223 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
224 | shape: .vector(1, stride: 1)
225 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:104:29: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
85 | #endif
86 |
87 | private func sampleWithBNNS(logits: MLMultiArray) -> (token: Int, logprob: Float) {
| `- note: add @available attribute to enclosing instance method
88 | // TODO: BNNS operations here are deprecated, replace with vDSP or MLX
89 | var softmaxOutput: BNNSNDArrayDescriptor?
:
102 | let logitsDescriptor = BNNSNDArrayDescriptor(
103 | data: logitsRawPointer,
104 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
105 | shape: .vector(logits.count, stride: 1)
106 | )!
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:113:33: warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
85 | #endif
86 |
87 | private func sampleWithBNNS(logits: MLMultiArray) -> (token: Int, logprob: Float) {
| `- note: add @available attribute to enclosing instance method
88 | // TODO: BNNS operations here are deprecated, replace with vDSP or MLX
89 | var softmaxOutput: BNNSNDArrayDescriptor?
:
111 | if temperature != 0.0 {
112 | let scaledLogits = BNNSNDArrayDescriptor.allocateUninitialized(
113 | scalarType: FloatType.self,
| |- warning: conformance of 'Float16' to 'BNNSScalar' is only available in macOS 26.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
114 | shape: .vector(logits.count, stride: 1)
115 | )
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:117:27: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
115 | )
116 |
117 | try! BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
118 | activation: BNNS.ActivationFunction.linear(alpha: Float(1 / temperature)),
119 | input: logitsDescriptor,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:118:38: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
116 |
117 | try! BNNS.applyActivation(
118 | activation: BNNS.ActivationFunction.linear(alpha: Float(1 / temperature)),
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
119 | input: logitsDescriptor,
120 | output: scaledLogits,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:134:22: warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
132 | )
133 |
134 | try BNNS.applyActivation(
| `- warning: 'applyActivation(activation:input:output:batchSize:filterParameters:)' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
135 | activation: BNNS.ActivationFunction.softmax,
136 | input: softmaxInput!,
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Core/Text/TokenSampler.swift:135:34: warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
133 |
134 | try BNNS.applyActivation(
135 | activation: BNNS.ActivationFunction.softmax,
| `- warning: 'ActivationFunction' is deprecated: Use the BNNSGraph API instead. [#DeprecatedDeclaration]
136 | input: softmaxInput!,
137 | output: softmaxOutput!,
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[198/212] Compiling WhisperKit WhisperKit.swift
[199/212] Compiling WhisperKit Concurrency.swift
[200/212] Compiling WhisperKit Extensions+Internal.swift
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Utilities/Extensions+Public.swift:73:9: warning: switch must be exhaustive
71 | }
72 |
73 | switch dataType {
| |- warning: switch must be exhaustive
| `- note: add missing case: '.int8'
74 | case .double:
75 | if let value = initialValue as? Double {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Utilities/Extensions+Public.swift:116:9: warning: conformance of 'Float16' to 'MLShapedArrayScalar' is only available in macOS 15.0 or newer; this is an error in the Swift 6 language mode
56 | // MARK: CoreML
57 |
58 | public extension MLMultiArray {
| `- note: add @available attribute to enclosing extension
59 | @available(macOS 13, iOS 16, watchOS 10, visionOS 1, *)
60 | convenience init(shape: [NSNumber], dataType: MLMultiArrayDataType, initialValue: Any) throws {
:
112 | }
113 |
114 | func fillLastDimension(indexes: Range<Int>, with value: FloatType) {
| `- note: add @available attribute to enclosing instance method
115 | precondition(shape.count == 3 && shape[0] == 1 && shape[1] == 1, "Must have [1, 1, n] shape")
116 | withUnsafeMutableBufferPointer(ofType: FloatType.self) { ptr, strides in
| |- warning: conformance of 'Float16' to 'MLShapedArrayScalar' is only available in macOS 15.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
117 | for index in indexes {
118 | ptr[index * strides[2]] = value
[201/212] Compiling WhisperKit Extensions+Public.swift
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Utilities/Extensions+Public.swift:73:9: warning: switch must be exhaustive
71 | }
72 |
73 | switch dataType {
| |- warning: switch must be exhaustive
| `- note: add missing case: '.int8'
74 | case .double:
75 | if let value = initialValue as? Double {
/Users/admin/builder/spi-builder-workspace/Sources/WhisperKit/Utilities/Extensions+Public.swift:116:9: warning: conformance of 'Float16' to 'MLShapedArrayScalar' is only available in macOS 15.0 or newer; this is an error in the Swift 6 language mode
56 | // MARK: CoreML
57 |
58 | public extension MLMultiArray {
| `- note: add @available attribute to enclosing extension
59 | @available(macOS 13, iOS 16, watchOS 10, visionOS 1, *)
60 | convenience init(shape: [NSNumber], dataType: MLMultiArrayDataType, initialValue: Any) throws {
:
112 | }
113 |
114 | func fillLastDimension(indexes: Range<Int>, with value: FloatType) {
| `- note: add @available attribute to enclosing instance method
115 | precondition(shape.count == 3 && shape[0] == 1 && shape[1] == 1, "Must have [1, 1, n] shape")
116 | withUnsafeMutableBufferPointer(ofType: FloatType.self) { ptr, strides in
| |- warning: conformance of 'Float16' to 'MLShapedArrayScalar' is only available in macOS 15.0 or newer; this is an error in the Swift 6 language mode
| `- note: add 'if #available' version check
117 | for index in indexes {
118 | ptr[index * strides[2]] = value
[202/212] Compiling WhisperKit TextDecoder.swift
[203/212] Compiling WhisperKit TranscribeTask.swift
[204/212] Compiling WhisperKit AudioChunker.swift
[205/212] Compiling WhisperKit AudioProcessor.swift
[206/212] Compiling WhisperKit AudioStreamTranscriber.swift
[207/212] Compiling WhisperKit Configurations.swift
[208/212] Compiling WhisperKit FeatureExtractor.swift
[209/212] Compiling WhisperKit Models.swift
[210/217] Emitting module WhisperKitCLI
[211/217] Compiling WhisperKitCLI CLIArguments.swift
[212/217] Compiling WhisperKitCLI TranscribeCLI.swift
[213/217] Compiling WhisperKitCLI WhisperKitCLI.swift
[214/217] Compiling WhisperKitCLI CLIUtils.swift
[214/217] Write Objects.LinkFileList
[215/217] Linking whisperkit-cli
[216/217] Applying whisperkit-cli
Build complete! (26.56s)
Fetching https://github.com/apple/swift-argument-parser.git
Fetching https://github.com/huggingface/swift-transformers.git
[1/3303] Fetching swift-transformers
[563/18683] Fetching swift-transformers, swift-argument-parser
Fetched https://github.com/huggingface/swift-transformers.git from cache (2.05s)
Fetched https://github.com/apple/swift-argument-parser.git from cache (2.05s)
Computing version for https://github.com/apple/swift-argument-parser.git
Computed https://github.com/apple/swift-argument-parser.git at 1.5.1 (2.50s)
Computing version for https://github.com/huggingface/swift-transformers.git
Computed https://github.com/huggingface/swift-transformers.git at 0.1.15 (0.38s)
Fetching https://github.com/johnmai-dev/Jinja
[1/393] Fetching jinja
Fetched https://github.com/johnmai-dev/Jinja from cache (0.80s)
Computing version for https://github.com/johnmai-dev/Jinja
Computed https://github.com/johnmai-dev/Jinja at 1.2.0 (1.20s)
Fetching https://github.com/apple/swift-collections.git
[1/16640] Fetching swift-collections
Fetched https://github.com/apple/swift-collections.git from cache (1.60s)
Computing version for https://github.com/apple/swift-collections.git
Computed https://github.com/apple/swift-collections.git at 1.2.0 (2.09s)
Creating working copy for https://github.com/apple/swift-argument-parser.git
Working copy of https://github.com/apple/swift-argument-parser.git resolved at 1.5.1
Creating working copy for https://github.com/johnmai-dev/Jinja
Working copy of https://github.com/johnmai-dev/Jinja resolved at 1.2.0
Creating working copy for https://github.com/apple/swift-collections.git
Working copy of https://github.com/apple/swift-collections.git resolved at 1.2.0
Creating working copy for https://github.com/huggingface/swift-transformers.git
Working copy of https://github.com/huggingface/swift-transformers.git resolved at 0.1.15
warning: 'spi-builder-workspace': Invalid Resource 'Models/whisperkit-coreml': File not found.
Build complete.
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},
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],
"products" : [
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"targets" : [
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{
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"Tests/WhisperKitTests/RegressionTestUtils.swift",
"Tests/WhisperKitTests/RegressionTests.swift",
"Tests/WhisperKitTests/TestUtils.swift",
"Tests/WhisperKitTests/UnitTests.swift"
],
"target_dependencies" : [
"WhisperKit"
],
"type" : "test"
},
{
"c99name" : "WhisperKitCLI",
"module_type" : "SwiftTarget",
"name" : "WhisperKitCLI",
"path" : "Sources/WhisperKitCLI",
"product_dependencies" : [
"ArgumentParser"
],
"product_memberships" : [
"whisperkit-cli"
],
"sources" : [
"CLIArguments.swift",
"CLIUtils.swift",
"TranscribeCLI.swift",
"WhisperKitCLI.swift"
],
"target_dependencies" : [
"WhisperKit"
],
"type" : "executable"
},
{
"c99name" : "WhisperKit",
"module_type" : "SwiftTarget",
"name" : "WhisperKit",
"path" : "Sources/WhisperKit",
"product_dependencies" : [
"Transformers"
],
"product_memberships" : [
"WhisperKit",
"whisperkit-cli"
],
"sources" : [
"Core/Audio/AudioChunker.swift",
"Core/Audio/AudioProcessor.swift",
"Core/Audio/AudioStreamTranscriber.swift",
"Core/Audio/EnergyVAD.swift",
"Core/Audio/VoiceActivityDetector.swift",
"Core/AudioEncoder.swift",
"Core/Configurations.swift",
"Core/FeatureExtractor.swift",
"Core/Models.swift",
"Core/Text/LogitsFilter.swift",
"Core/Text/SegmentSeeker.swift",
"Core/Text/TokenSampler.swift",
"Core/TextDecoder.swift",
"Core/TranscribeTask.swift",
"Core/WhisperKit.swift",
"Utilities/Concurrency.swift",
"Utilities/Extensions+Internal.swift",
"Utilities/Extensions+Public.swift",
"Utilities/Logging.swift",
"Utilities/ModelUtilities.swift",
"Utilities/ResultWriter.swift",
"Utilities/TextUtilities.swift",
"Utilities/TranscriptionUtilities.swift",
"Utilities/WhisperError.swift"
],
"type" : "library"
}
],
"tools_version" : "5.9"
}
warning: 'spi-builder-workspace': Invalid Resource 'Models/whisperkit-coreml': File not found.
Done.