ninfer-ternary-bonsai-ada
Ternary (2.125 bit/weight) Bonsai 2 27B on the NINFER engine — Ada sm_89, Linux. Derivative work of Neroued/ninfer; see README.
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GITHUB · launched Sep 20, 2026 · 23 upvotes (top 35%) · 0 views
Niche: llm inference engines · 133 launches, 4 in the last 7 days ▼ -33% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 133 launches in llm inference engines →
Could you build this?
No Developing a ternary (2.125-bit) LLM inference engine optimized for Ada Lovelace (sm_89) architectures requires deep low-level CUDA and hardware microarchitecture engineering.
What it would actually take: Requires writing custom CUDA and PTX kernels targeting Ada Lovelace tensor cores and memory hierarchies to perform ultra-low-bit packed GEMM operations with dynamic activation quantization. Needs deep expertise in compiler technology, GPU cache line optimization, and numerical precision mapping for 27B parameter models.
Competitors
Other products that read as similar to this one : 42 launches clear the similarity bar, closest 8 shown.
Attention rank: #12 of 43 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 173 days after the earliest competitor.
- Bonsai-27B-NInfer · github · 2026-09-24 · 10 upvotes · similarity 0.61
- Bonsai 1.7B ternary model at 442T/s on M4 Max · hn · 2026-05-04 · 13 upvotes · similarity 0.54
- bonsai2-small-gpu · github · 2026-09-19 · 54 upvotes · similarity 0.51
- lmstudio-prism-bonsai · github · 2026-09-21 · 9 upvotes · similarity 0.50
- Pestle-27B-Ternary · hn · 2026-08-14 · 9 upvotes · similarity 0.47
- OrcaBonsai-27B-Uncensored · github · 2026-09-18 · 526 upvotes · similarity 0.42
- ninfer-v100 · github · 2026-09-15 · 19 upvotes · similarity 0.41
- ninfer-rtx3060-27b · github · 2026-09-30 · 15 upvotes · similarity 0.40
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