
Khánh Duy implemented MPS device support with precision-aware execution in the vllm-project/llm-compressor repository, enabling Apple Silicon compatibility for model compression workflows. Using Python and leveraging machine learning and quantization techniques, Khánh Duy introduced device-aware precision selection across compression, fusion, and transform stages, with a fallback to float32 for unsupported MPS operations. The work included updating and expanding unit tests to validate the new precision path and ensure compatibility, as well as coordinating with dependencies to improve device warnings and parallelism handling. This engineering effort reduced runtime errors and enabled production use of compressed models on MPS devices.
April 2026: Implemented MPS Device Support with Precision-Aware Execution in vllm-project/llm-compressor. Added device-aware precision selection across compression, fusion, and transform stages, with a safe fallback to float32 for unsupported MPS operations. Updated and expanded unit tests to exercise the new precision path and maintain compatibility. Completed end-to-end validation: successful quantization and quick inferences on MPS, with a compressed model produced. Coordinated with dependencies (compressed-tensors PR #662) and improved device-related warnings and parallelism handling. These changes extend Apple Silicon support, reduce runtime errors, and unlock production use of the compressor on MPS devices.
April 2026: Implemented MPS Device Support with Precision-Aware Execution in vllm-project/llm-compressor. Added device-aware precision selection across compression, fusion, and transform stages, with a safe fallback to float32 for unsupported MPS operations. Updated and expanded unit tests to exercise the new precision path and maintain compatibility. Completed end-to-end validation: successful quantization and quick inferences on MPS, with a compressed model produced. Coordinated with dependencies (compressed-tensors PR #662) and improved device-related warnings and parallelism handling. These changes extend Apple Silicon support, reduce runtime errors, and unlock production use of the compressor on MPS devices.

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