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ARahim3 / 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.

Why this job: topics: apple-silicon, local-llm, llm-inference, mlx, inference-engine

Baseline vs DSpark — same output, ~2.1x faster on Gemma-4 12B

Get started

pip install mlx-dspark
# or:  uv pip install mlx-dspark
Maintenance
Active
Last commit 2 days ago
Stars
738
+4 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v0.20.4
Released 2 days ago
Built with
Python
80% of the code

Is it looked after?

Contributors
4
Last 90 days
Issues
38% closed
18 still open
Pull requests
3 merged
2 waiting
Releases
59
30+ in the last year

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More: languages, topics and project record

Languages

  • Python 80%
  • Swift 20%
  • Shell <1%
  • Ruby <1%

Topics

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

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits160
  • Forks63
  • Watching7
  • Stars in 28 days+25
  • CreatedJun 29, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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