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.
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GITHUB · launched Sep 19, 2026 · 5859 upvotes (top 1%) · 1 view
Niche: machine learning inference engines · 108 launches, 8 in the last 7 days ▼ -27% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
- apple-silicon
- decision-model
- inference
- laya
- local-ai
- machine-learning
- +4 more
Visit website ↗ Source listing ↗
More like this: all 108 launches in machine learning inference engines →
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 : 762 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 763 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- laya-coreml · github · 2026-09-19 · 1381 upvotes · similarity 0.72
- Free Laya AI Model API · ph · 2026-09-28 · 1 upvotes · similarity 0.64
- laya-server · github · 2026-09-23 · 74 upvotes · similarity 0.61
- laya.cpp · github · 2026-09-20 · 87 upvotes · similarity 0.59
- laya-ort · github · 2026-10-09 · 27 upvotes · similarity 0.58
- laya · github · 2026-09-19 · 337 upvotes · similarity 0.57
- jevmlx · github · 2026-09-17 · 54 upvotes · similarity 0.56
- sys1 · github · 2026-09-22 · 46 upvotes · similarity 0.55
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