MLX model support #124
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MLX model support #124
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* Added MLX feature extractor implementation * CI fix * added better multiarray conversion * CI fix * CI fix * fixed `asMLMultiArray` implementation, fixed CI * update xcode, trigger pr when targeting not main branch * check if vision os builds * update watch os version * conditional watchos compilation * conditional package.swift * conditional package.swift * ci fix * ci fix * ci fix * ci fix * ci fix * ci fix * ci fix * ci fix * ci fix * ci fix * ci fix * add other tests targest back * package.swift cleanup * general cleanup * revert to xcode 15.2
…into mlx-support
* added mlx audio encoder * fixed model protocols * removed not needed
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@jkrukowski relevant: https://ml-explore.github.io/mlx/build/html/install.html#binary-size-minimization We'll want to minimize the binary size as much as reasonable for iOS deployment |
…into mlx-support
* fixes for mlx models * fixed asMLXArray * fixed tests, mlx doesn't run on simulators * fix
* Added more tests for MLX, cleanup * bumped timeout * fixed tests * reverted cache id
* update mlx-swift * - reverted mlx version - updated readme - updated makefile * reversed * fixed tests * updated mlx-swift * updated makefile * remove device change, fft can run on gpu now * updated readme, added tests * updated readme * review changes * review changes * CI model cache path fix * tests failed * Update package.swift * Keep setupModels with adjustments * Test CI skip cache * Test CI package name change * Test CI optional CLI settings * Use correct logits size for MLX --------- Co-authored-by: ZachNagengast <[email protected]>
atiorh
reviewed
Nov 17, 2024
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| private func qkvAttention(_ q: MLXArray, _ k: MLXArray, _ v: MLXArray, _ mask: MLXArray?) -> (MLXArray, MLXArray) { | ||
| let (nBatch, nCtx, nState) = (q.shape[0], q.shape[1], q.shape[2]) |
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Draft PR for the early stages of supporting MLX based whisper models directly in WhisperKit. (To be updated)
Initial TODOs:
FeatureExtractingprotocolAudioEncodingprotocolTextDecodingprotocol orTextDecodersubclass (research needed)Compiling whisperkit-cli optionally with/without MLXCrossing this out for now: whisperkit-cli does not have the same bundle size constraints as the core libraryxcodebuildinstead of iOS simulator (simulator is not supported for MLX)