PrismML
PrismML: Ternary Bonsai 2 27B
prism-ml/ternary-bonsai-2-27b
Bonsai 2 27B is a 27B-parameter reasoning model from PrismML derived from Qwen3.8-27B. It supports coding, mathematics, tool calling, and image understanding with a 262K-token context window. Ternary compression shrinks the language-model weights to roughly 8.5 GB while retaining 98.2% of the base model's average score across PrismML's 14 thinking-mode benchmarks, enabling efficient inference on consumer hardware. The model thinks by default and defaults to xhigh reasoning effort.
/ 1M tokens
/ 1M tokens
tokens
Limits
Context
262,144
tokens
Max output
32,768
13% of the context window
Model facts
Author
PrismML
Tokenizer
Qwen
Modality
Text + Image -> Text
License
Apache-2.0
Created
Sep 18, 2026
Hugging Face
prism-ml/Ternary-Bonsai-2-27B-gguf
Default generation parameters
temperature
1
top_k
20
top_p
0.95