OrcaBonsai-27B-Uncensored
Runtime behavioral ablation for compressed LLMs. First target: Ternary Bonsai 2 27B — no weight modification or re-quantization. by OrcaRouter team
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
GITHUB · launched Sep 18, 2026 · 526 upvotes (top 1%) · 1 view
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 Runtime behavioral ablation on 27B parameter ternary/quantized LLMs without weight re-quantization involves cutting-edge deep learning mechanistic interpretability and custom inference kernels.
What it would actually take: Requires deep expertise in LLM internals, activation steering/ablation techniques, and low-level inference execution for ternary/extreme quantization (such as BitNet b1.58 kernels). Implementing dynamic activation clamping or steering vectors during forward passes requires custom GPU kernels (CUDA/Triton) and extensive machine learning research.
Competitors
Other products that read as similar to this one : 155 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 156 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 319 days after the earliest competitor.
- Bonsai-27B-NInfer · github · 2026-09-24 · 10 upvotes · similarity 0.53
- mlxfast-bonsai2-27b-engine · github · 2026-09-24 · 30 upvotes · similarity 0.48
- Ablate · ph · 2026-10-12 · 1 upvotes · similarity 0.48
- 1-Bit Bonsai, the First Commercially Viable 1-Bit LLMs · hn · 2026-03-31 · 430 upvotes · similarity 0.48
- Bonsai 1.7B ternary model at 442T/s on M4 Max · hn · 2026-05-04 · 13 upvotes · similarity 0.47
- X-AuT · github · 2026-09-10 · 10 upvotes · similarity 0.46
- UltraCompress · hn · 2026-05-08 · 6 upvotes · similarity 0.45
- llama-cpp-pascal · github · 2026-11-09 · 15 upvotes · similarity 0.44
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.