nagi
Typed decisions in one forward pass: Smol 421M, Big 4B and Nagi-HUGE 12B. Reproducible four-system benchmark.
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GITHUB · launched Sep 23, 2026 · 10 upvotes (top 74%) · 0 views
Niche: large language models · 191 launches, 4 in the last 7 days ▼ -33% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 191 launches in large language models →
Could you build this?
No Nagi introduces custom trained foundation models (Smol 421M to HUGE 12B) executing typed decisions in a single forward pass alongside reproducible benchmarking pipelines, requiring large-scale model training infrastructure.
What it would actually take: Building this requires significant GPU clusters, custom dataset curation, model architecture design for constrained/typed single-step token outputs, and pretraining/fine-tuning pipelines via PyTorch/Megatron. Specialized ML research and systems engineering teams with substantial compute budgets are required to train 4B to 12B parameter models.
Competitors
Other products that read as similar to this one : 2612 launches clear the similarity bar, closest 8 shown.
Attention rank: #1925 of 2613 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- system-one-open · github · 2026-09-17 · 25 upvotes · similarity 0.70
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.67
- decider · github · 2026-09-16 · 130 upvotes · similarity 0.66
- jev-benchmarks · github · 2026-09-17 · 15 upvotes · similarity 0.64
- Gutsy · hn · 2026-10-06 · 7 upvotes · similarity 0.64
- blink · github · 2026-09-22 · 20 upvotes · similarity 0.64
- hermes-nerve · github · 2026-09-18 · 13 upvotes · similarity 0.62
- vegaml · github · 2026-10-09 · 199 upvotes · similarity 0.61
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.