laya-coreml
Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Details
- External ID
- 1377694077
- Source
- GITHUB
- Company
- —
- Product
- laya-coreml
- Website domain
- github.com
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 1381
- Upvotes percentile
- 0.997437868306431
- Tags
- apple-neural-engine, apple-silicon, coreml, decision-model, laya, local-ai, modernbert, on-device-ai, typed-decisions
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 2026, 5:02 p.m.
Enrichment
- Theme
- ML inference and model optimization
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- core ml runtime for local laya decision models
- Manually corrected
- False
Could you build this?
No Converting proprietary decision models to Apple Core ML with custom Neural Engine (ANE) graph optimization achieving ~5ms latencies requires specialized CoreML and hardware-level acceleration expertise.
What it would actually take: Requires converting model architectures via coremltools into MIL (Model Intermediate Language), structuring operations specifically to ensure 100% compute unit residency on the Apple Neural Engine (ANE) without CPU/GPU fallbacks. Requires deep knowledge of Core ML quantization, FP16/INT8 weight palettization, static shape constraints for ANE compilation, and profiling via Instruments/XCTest metrics.
Competitors
Other products that read as similar to this one — 687 launches clear the similarity bar, closest 8 shown.
Attention rank: #7 of 688 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- laya-mlx · github · 2026-09-19 · 5859 upvotes · similarity 0.71
- laya-apple · github · 2026-09-22 · 12 upvotes · similarity 0.70
- laya.cpp · github · 2026-09-20 · 87 upvotes · similarity 0.62
- laya-mps · github · 2026-09-21 · 22 upvotes · similarity 0.62
- zlaya · github · 2026-09-23 · 9 upvotes · similarity 0.61
- systemANE · github · 2026-09-20 · 14 upvotes · similarity 0.59
- laya-server · github · 2026-09-23 · 74 upvotes · similarity 0.58
- splash · github · 2026-09-18 · 610 upvotes · similarity 0.57
Other launches for this product
- No other launches for this product.
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