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.
Summary
Several healthy indicators are present. Check whether recent activity continues.
ARahim3/mlx-dspark recorded 90 commits in the past 30 days, has 2 public contributors, and has averaged 10.5 stars a day since launch.
Repository health
Maintainer track record
Repository quality
Catalyst Score
Contributors
Public track record
@ARahim3 · Repository owner
Active maintainer with a growing open-source track record.
@Griffin-Thomas · Top contributor
This account has a limited public history, so the track-record score is less certain.
Score breakdown
How the Catalyst Score was calculated
Activity
Recent repository activity
90
Commits · 30d
2
Public contributors
10.5
Lifetime stars/day
8
Pull requests · 90d
Findings
What we found
90 commits in the last 30 days
2 public contributors
20 issues and 8 pull requests opened in 90 days
11 documentation and structure checks passed
Related repositories
apple-silicon · 784 created in the past 30 days
Risk review
What needs watching
Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.
Growth quality
Recent attention and maintainer concentration
Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.
Contributor concentration
Top 2 public contributors
- Top contributor share
- 99%
- Top three share
- 100%
- Contributors checked
- 2
- Concentration
- High
Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.
Recent commit sample
Latest 100 commits
- Unique authors
- 2
- Verified commits
- 0%
- Merge commits
- 1%
- Median time between commits
- 3 min
Repository footprint
Default branch: main
- Repository size
- 25.5 MB
- Branches
- 1
- Tags
- 49
- Watchers
- 6
Deeper GitHub data
Delivery, collaboration, and project readiness
These metrics use the latest public records GitHub makes available for this repository.
Language composition
Share of detected source bytes
Community readiness
GitHub community health 71%
Pull request health
Latest 8 pull requests
- Merge rate
- 14%
- Median merge time
- 3.8 days
- Open
- 1
- Stale over 30 days
- 0
Issue health
Latest 20 issues
- Closure rate
- 30%
- Median close time
- 35.0 hours
- Open
- 14
- Open without replies
- 4
Release cadence
Latest 20 release records
- Latest release
- app-v0.8.2
- Published in 90 days
- 20
- Median cadence
- 0.1 days
- Asset downloads
- 984
CI reliability
Latest 50 workflow runs
- Success rate
- 88%
- Workflows represented
- 1
- Failed runs
- 6
- Median duration
- 4.1 min
Last checked
8/27/2026, 3:54:18 AM