MTPLX V2 Released: MLX Inference Hits 82 TPS on Mac
YoussofAl · reddit · 2026-07-09
MTPLX V2 has been officially released, introducing a Turbo mode. By utilizing a custom validation-specific quantized matrix multiplication kernel and a compilation validation step, it achieves an 82 TPS inference speed at temperature 0.6 when running the Qwen 3.6 27b model on a MacBook Pro M5 Max.
Additionally, the new version brings major improvements to SSD KV caching and long-context tool calls, alongside the release of preliminary benchmark comparisons.
Related event: MTPLX V2 Boosts Local Mac LLM Inference to 80+ TPS(2 posts)→
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