← Coding agents & IDE assistants

mlx-dspark

Up to 4× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-4, Qwen3.8, Muse-Glimmer, Nemotron, LFM2.5, Ornith-1.0, ternary Bonsai-27B.

AgentPick Score 60/100#453 in Coding agents & IDE assistants★ 715 GitHub starsMITUpdated 5 Oct 2026Python

Ranked by AgentPick Score, our data score from public GitHub activity. Description is the project's own.

Topics: apple-silicon, claude-code, codex, dflash2, dspark, inference-engine, llm-inference, local-llm, macos, metal, mlx, pi

Starter prompt

Using mlx-dspark, in a throwaway branch: add a unit test for [function] covering [edge case]. Don't change production code. Show me the diff and the test output.
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