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Timeline

mlx-vlm2026-05-07

mlx-vlm v0.5.0 released with continuous batching, speculative decoding, and distributed inference for Apple Silicon

mlx-vlm2026-04-16

Next release to introduce continuous batching, OpenAI-compatible API, and vision caching.

mlx-vlm2026-04-04

Released version 0.4.4 with support for Falcon-Perception 300M and TurboQuant Metal kernels.

mlx-vlm2026-04-04

Achieved up to 1.9x faster decoding and 89% KV cache savings with TurboQuant Metal kernels.

mlx-vlm2026-03-29

Released version 0.4.2 with support for SAM3 and DOTS-MOCR models and critical fixes

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