{"id":"ternary-bonsai-2","name":"Ternary Bonsai 2","url":"https://wunderlust.xyz/r/ternary-bonsai-2","category":"agents","category_label":"Agents & dev","tags":["open-source"],"short":"Family of 2B, 4B and 9B ternary language models for local use","what":"Ternary Bonsai 2, by PrismML, are three compact models based on Qwen3.5 that store each weight as -1, 0 or +1. They weigh 0.43 GB (2B), 0.95 GB (4B) and 2 GB (9B).","uses":"To run reasoning, vision and tool calling on PCs, phones and wearables, without depending on the cloud.","benefits":["Small sizes for local execution","Support for NVIDIA via llama.cpp and Apple via MLX","Weights under the Apache 2.0 license"],"caveats":["According to the maker, they keep about 92 to 100% of the original model's performance at 9B and reach up to 5x the throughput","Benchmarks and speeds are reported by PrismML itself","Likely match: associated by name and description"],"links":{"official":"https://prismml.com/news/bonsai-2-family"},"image":"https://wunderlust.xyz/media/ternary-bonsai-2-og.jpg","video":"https://wunderlust.xyz/media/ternary-bonsai-2.webm","share_image":"https://wunderlust.xyz/og/r/ternary-bonsai-2.jpg","similar":["ollama","qwen3-8-max","postiz","unsloth-studio","paperclip","mlx"],"added_on":"2026-11-05","pt":{"name":"Ternary Bonsai 2","short":"Família de modelos de linguagem ternários de 2B, 4B e 9B para rodar localmente","what":"Ternary Bonsai 2, da PrismML, são três modelos compactos baseados em Qwen3.5 que guardam cada peso como -1, 0 ou +1. Têm 0,43 GB (2B), 0,95 GB (4B) e 2 GB (9B).","uses":"Para rodar raciocínio, visão e chamadas de ferramentas em PCs, celulares e dispositivos vestíveis, sem depender de nuvem.","benefits":["Tamanhos pequenos para execução local","Suporte a NVIDIA via llama.cpp e Apple via MLX","Pesos sob licença Apache 2.0"],"caveats":["Segundo o fabricante, mantêm cerca de 92 a 100% do desempenho do modelo original no 9B e chegam a 5x o throughput","Benchmarks e velocidades são relatados pela própria PrismML","Correspondência provável: associado pelo nome e descrição"]},"schema_version":1}