laya-mlx
Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
Details
- External ID
- 1377211520
- Source
- GITHUB
- Company
- —
- Product
- laya-mlx
- Website domain
- pypi.org
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 5859
- Upvotes percentile
- 0.9993594670766077
- Tags
- apple-silicon, decision-model, inference, laya, local-ai, machine-learning, mlx, modernbert, system-one, typed-decisions
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 2026, 5:02 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- mlx runtime for laya decision models on apple silicon
- Manually corrected
- False
Could you build this?
No Writing a custom, high-performance C++/Metal MLX runtime with sub-15ms inference latency and zero-token classification/decision heads on Apple Silicon requires specialized low-level machine learning systems engineering.
What it would actually take: Requires implementing custom MLX/C++ computational graphs and Apple Metal kernels to evaluate encoder/decision architectures without typical generative autoregressive overhead. Needs deep proficiency in Apple Silicon unified memory architecture, MLX compiler internals, weight quantization, and custom inference runtime optimization to achieve stable single-digit millisecond latency benchmarks.
Competitors
Other products that read as similar to this one — 286 launches clear the similarity bar, closest 8 shown.
Attention rank: #2 of 287 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- laya-coreml · github · 2026-09-19 · 1381 upvotes · similarity 0.71
- Free Laya AI Model API · ph · 2026-09-28 · 1 upvotes · similarity 0.63
- laya-server · github · 2026-09-23 · 74 upvotes · similarity 0.59
- laya.cpp · github · 2026-09-20 · 87 upvotes · similarity 0.57
- laya · github · 2026-09-19 · 337 upvotes · similarity 0.55
- jevmlx · github · 2026-09-17 · 54 upvotes · similarity 0.54
- sys1 · github · 2026-09-22 · 46 upvotes · similarity 0.52
- ollaya · github · 2026-09-23 · 625 upvotes · similarity 0.52
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.