{"slug":"mlx-dspark","name":"Mlx Dspark","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"B","score":69,"tagline":"Up to 3× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-","description":"Up to 3× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-4, Qwen3, Ornith-1.0, ternary Bonsai-27B.","tags":["speculative-decoding","mlx","apple-silicon","inference-optimization","local-first"],"url":"https://way.space/tool/mlx-dspark","stars":"—","category":"inference","categories":["inference"],"repo":"https://github.com/ARahim3/mlx-dspark","website":"https://arahim.dev/mlx-dspark/","license":"MIT","maintainers":[{"login":"ARahim3","url":"https://github.com/ARahim3","isMember":false,"verified":false},{"login":"Griffin-Thomas","url":"https://github.com/Griffin-Thomas","isMember":false,"verified":false},{"login":"kangzj","url":"https://github.com/kangzj","isMember":false,"verified":false},{"login":"seungjulee","url":"https://github.com/seungjulee","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"4 recent contributors — concentrated","direction":"positive"},{"label":"Commit recency","detail":"last commit 21d ago","direction":"positive"},{"label":"Commit cadence","detail":"110 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"38% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"58 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"726 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (0.15 per star)","direction":"positive"}]}