ashhart/TensorFold
Fast, exact LLM decoding on Apple Silicon (MLX) behind an OpenAI-compatible endpoint
Is ashhart/TensorFold beginner-friendly?
In the last 30 days, ashhart/TensorFold merged 62 of 434 pull requests from outside contributors, and its maintainers usually reply within 1 day. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.
- Stars
- 995
- Forks
- 169
- Open beginner issues
- 0
- Indexed issues
- 113
- Avg merge
- 15h 19m
- Merged PRs (30d)
- 72
- Dominant language
- Python
- License
- Apache-2.0
- Last GitHub push
- Oct 4, 2026
- Latest indexed
- Oct 5, 2026
- Contributing guide
- No contributing guide
- Code of conduct
- No code of conduct
- Beginner labels
- No beginner labels indexed
How to contribute to ashhart/TensorFold
- There is no contributing guide, so start from the README and a few recently merged pull requests to see how changes are proposed.
- Your contributions will be published under the project's Apache-2.0 license.
- Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.
Issues somebody may already be working on are listed last. List everything by date
-
Difficulty 5/5 Over a week Newbie friendliness 8/100
ashhart/TensorFold#646 ·
Maintainers usually reply within 1 day
-
Difficulty 4/5 3-5 days Newbie friendliness 25/100
ashhart/TensorFold#643 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 12/100
ashhart/TensorFold#628 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 4/5 3-5 days Newbie friendliness 15/100
ashhart/TensorFold#627 · 2 comments ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 8/100
ashhart/TensorFold#620 ·
Maintainers usually reply within 1 day
-
Difficulty 4/5 3-5 days Newbie friendliness 22/100
ashhart/TensorFold#610 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 8/100
ashhart/TensorFold#603 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 8/100
ashhart/TensorFold#565 · 3 comments ·
Maintainers usually reply within 1 day
-
DeepSeek-V4.1-Flash on the Zig engine (CUDA, 2 and 4 GB10): our port is yours to use, plus test timeOpen
Difficulty 5/5 Over a week Newbie friendliness 6/100
ashhart/TensorFold#559 · 10 comments ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 6/100
ashhart/TensorFold#548 · 12 comments ·
Maintainers usually reply within 1 day
-
Difficulty 4/5 3-5 days Newbie friendliness 48/100
ashhart/TensorFold#510 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#505 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#503 · 2 comments ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#494 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#491 · 9 comments · 1 reaction ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 1/100
ashhart/TensorFold#481 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 3/5 1-2 days Newbie friendliness 66/100
ashhart/TensorFold#449 · 5 comments ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#426 · 12 comments · 1 reaction ·
Maintainers usually reply within 1 day
-
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#322 · 2 comments ·
Maintainers usually reply within 1 day
-
Laguna-S-2.1 (poolside) on Macs: a `laguna` family with DFlash drafts?May be free again A pull request for this issue was closed without being merged. Open
Difficulty 5/5 Over a week Newbie friendliness 25/100
ashhart/TensorFold#312 · 2 comments ·
Maintainers usually reply within 1 day
-
GLM-5.3-Flash and full GLM-5.3 on the native CUDA engine (tracker)Possibly taken @GustavBlack claimed this today. Open
Difficulty 5/5 Over a week Newbie friendliness 8/100
ashhart/TensorFold#593 · 6 comments · 2 reactions ·
Maintainers usually reply within 1 day
-
Native structured output: an xgrammar shim and lane grammar types, before any family enforces itPossibly taken @BobClawblaw claimed this 1 day ago. Open
Difficulty 5/5 Over a week Newbie friendliness 8/100
ashhart/TensorFold#564 · 1 comment ·
Maintainers usually reply within 1 day
-
Zig CUDA: Qwen 3.8 Flash Next (qwen4_exp)Possibly taken A pull request linked to this issue is open or already merged. Open
Difficulty 5/5 Over a week Newbie friendliness 18/100
ashhart/TensorFold#472 · 7 comments ·
Maintainers usually reply within 1 day
-
Landing nextPossibly taken A pull request linked to this issue is open or already merged. Open
Difficulty 5/5 Over a week Newbie friendliness 15/100
ashhart/TensorFold#286 · 2 comments ·
Maintainers usually reply within 1 day