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prism-ml/Ternary-Bonsai-2-27B-gguf-dev overview

Bonsai 2 27B, Q2 0 testing build The Q2 0 packing of Bonsai 2 27B, kept separate until upstream support lands. Bonsai 2 needs an activation transform that curr…

llama.cppggufternary2-bitllama-cppprismmlbonsaitext-generationbase_model:Qwen/Qwen3.8-27Bbase_model:quantized:Qwen/Qwen3.8-27Blicense:apache-2.0endpoints_compatibleregion:usconversational

Runs locally from ~7.10 GB disk (8 GB VRAM class GPUs with llama.cpp / guIDE).

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Pipeline
text-generation
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Repository Files & Downloads

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Direct downloads for local inference
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Ternary-Bonsai-2-27B-Q2_0-prism-fork-required.ggufGGUFQ2_07.10 GBDownload

Model Details

Model IDprism-ml/Ternary-Bonsai-2-27B-gguf-dev
Authorprism-ml
Pipelinetext-generation
Licenseapache-2.0
Base modelQwen/Qwen3.8-27B
Last modified2026-09-17T18:44:02.000Z

Model README

---

license: apache-2.0

library_name: llama.cpp

pipeline_tag: text-generation

tags:

  • ternary
  • 2-bit
  • gguf
  • llama-cpp
  • prismml
  • bonsai

base_model:

  • Qwen/Qwen3.8-27B

---

Bonsai 2 27B, Q2_0 (testing build)

The Q2_0 packing of Bonsai 2 27B, kept separate until upstream support lands.

Bonsai 2 needs an activation transform that currently only exists in our

llama.cpp fork. Stock llama.cpp will load this file

anyway, since it knows the Q2_0 type and the qwen35 architecture, and outputs gibberish with no

warning. The main repo's PQ2_0 and PTQ1_0 use types stock llama.cpp does not know, so it stops

with an error rather than running them. That is why they ship there and this one does not.

It is here for testing, kernel work, and upstreaming. It moves to the main repo once that lands.

For normal use:

Ternary-Bonsai-2-27B-gguf, or

Ternary-Bonsai-2-27B-mlx-2bit on

Apple Silicon. Setup for every backend:

Bonsai-demo.

contact@prismml.com

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