nagi
Typed decisions in one forward pass: Smol 421M, Big 4B and Nagi-HUGE 12B. Reproducible four-system benchmark.
Details
- External ID
- 1383329553
- Source
- GITHUB
- Company
- —
- Product
- nagi
- Website domain
- github.io
- Launched
- Sept. 23, 2026
- Cohort
- —
- Upvotes
- 10
- Upvotes percentile
- 0.28183448629259544
- Tags
- —
- Fetched at
- Sept. 27, 2026, 5:02 p.m.
- Updated at
- Sept. 27, 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
- compact language models for structured decision-making in a single forward pass
- Manually corrected
- False
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 — 1000 launches clear the similarity bar, closest 8 shown.
Attention rank: #693 of 1001 (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 0.68
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.65
- decider · github · 2026-09-16 · 130 upvotes · similarity 0.64
- jev-benchmarks · github · 2026-09-17 · 15 upvotes · similarity 0.62
- blink · github · 2026-09-22 · 20 upvotes · similarity 0.62
- hermes-nerve · github · 2026-09-18 · 13 upvotes · similarity 0.60
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.57
- typed-lm · github · 2026-09-25 · 9 upvotes · similarity 0.57
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.