Bonsai 27B
Bonsai 27B is available now for rag, agents, and long context with open-source and 256K context; evaluate it while provider pricing coverage matures.
- Family
- Bonsai
- Released
- 2026-07-14
- Context
- 256K
- Parameters
- 27.36B
- Specialization
- on-device
- Openness
- Open source
- License
- Apache 2.0OSI-approvedPermitted
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
No tracked provider pricing is available yet.
About
1-bit Bonsai 27B is PrismML's footprint-oriented 27B model from the July 2026 Bonsai 27B launch: Qwen3.6 27B compressed to binary weights at 1.125 effective bits per weight, about 3.9 GB, small enough for an iPhone 17 Pro. PrismML reports it keeps about 90% of full-precision performance across 15 thinking-mode benchmarks, with reasoning, tool calling and optional image input; 262K-token context. Sibling of Ternary Bonsai 27B. Apache 2.0.
Providers
No active provider routes are tracked for this model yet.
Capabilities
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
bonsai-27bprism-ml/Bonsai-27B-ggufprism-ml/Bonsai-27B-mlx-1bit1-bit Bonsai 27BNo tracked provider pricing is available yet.