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languid abyss May 14, 2026, 9:51 PM

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I've just updated my locally hosted model on lmstudio

These the release notes, I use qwen3.6, do I need to change anything to make use of MLX?

[MLX] mlx-engine v1.8.1 significantly improves performance and adds parallel predictions for vision-capable models such as Qwen 3.5/3.6 and Gemma 4
Fixed a bug where newlines were compacted in the chat input on paste
Bug fixes and security hardening. This update is recommended for all users.

proven owlBOT May 14, 2026, 9:51 PM

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boreal eagleBOT May 14, 2026, 9:51 PM

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Short version: probably no OpenClaw config change.

MLX is an LM Studio runtime/engine thing. To benefit from it you need to be on Apple Silicon and load an MLX-format / MLX-backed Qwen 3.6 model in LM Studio. If you’re still running a GGUF/llama.cpp build of Qwen, that release note won’t magically switch it to MLX — you’d need to download/select the MLX variant and run that in LM Studio.

For OpenClaw, as long as LM Studio still exposes the same OpenAI-compatible endpoint and model id, nothing changes. If the MLX model has a different id/name in LM Studio, update the configured model string to match whatever LM Studio shows.

Tiny caveat: local models can still be a bit flaky for tool calling, so if OpenClaw starts ignoring tools or producing weird tool JSON after switching runtimes, that’s the first thing I’d suspect — not the endpoint config. Models docs here: https://docs.openclaw.ai/concepts/models

languid abyss May 14, 2026, 9:52 PM

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I'm running windows on a beelink gtr9

boreal eagleBOT May 14, 2026, 9:52 PM

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Ah — then no, MLX won’t apply to your setup.

MLX is Apple’s machine-learning framework for Apple Silicon Macs. On a Windows Beelink GTR9, LM Studio won’t use MLX for Qwen 3.6, so there’s nothing OpenClaw-side to change for that release note.

What matters for you is whichever backend LM Studio is using on Windows — likely Vulkan / GPU offload depending on the AMD iGPU/driver support. If Qwen 3.6 is already running and OpenClaw points at LM Studio’s OpenAI-compatible server, keep the same config unless the model id changed in LM Studio.

So: update LM Studio ✅, but MLX-specific speedups are Mac-only here.

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