What are the hardware requirements for Ternary Bonsai 2 27B Mlx 2bit?

Ternary Bonsai 2 27B Mlx 2bit requires approximately 8.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Ternary Bonsai 2 27B Mlx 2bit and how large is it?

Ternary Bonsai 2 27B Mlx 2bit is developed by prism-ml, a model with 27b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Ternary Bonsai 2 27B Mlx 2bit?

Ternary Bonsai 2 27B Mlx 2bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Ternary Bonsai 2 27B Mlx 2bit by prism-ml — VRAM 8.6GB

Name: Ternary Bonsai 2 27B Mlx 2bit
Author: prism-ml

Ternary Bonsai 2 27B Mlx 2bit is an open-source language model by prism-ml. Features: 27b LLM, VRAM: 8.6GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.43.

2-bit 2bit Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.8-27b Bonsai Conversational Cuda Hybrid-attention Metal Mlx On-device Prism hadamard qwen35 Prismml Quantized Region:us Safetensors Ternary

Model Card on HF 🤗: https://huggingface.co/prism-ml/Ternary-Bonsai-2-27B-mlx-2bit

Ternary Bonsai 2 27B Mlx 2bit Parameters and Internals

LLM Name	Ternary Bonsai 2 27B Mlx 2bit
Repository 🤗	https://huggingface.co/prism-ml/Ternary-Bonsai-2-27B-mlx-2bit
Base Model(s)	Qwen/Qwen3.8-27B Qwen/Qwen3.8-27B
Model Size	27b
Required VRAM	8.6 GB
Updated	2026-09-20
Maintainer	prism-ml
Model Type	prism_hadamard_qwen35
Model Files	8.6 GB
Quantization Type	2bit
License	apache-2.0
Model Max Length	262144
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Ternary Bonsai 2 27B Mlx 2bit capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Quantized Models of the Ternary Bonsai 2 27B Mlx 2bit

Model	Likes	Downloads	VRAM
...onsai 2 27B CRACK Ternary JANG	13	2689	8 GB
Ternary Bonsai 2 27B Onwx	1	1219	0 GB
...onsai 2 27B CRACK 1.75bit JANG	3	1457	6 GB
Bonsai 2 27B Ternary JANG	3	978	8 GB
Qwen3.8 27B Bonsai MLX 2bit	2	926	9 GB
...sai 2 27B Mlx Lossless 1.75bpw	1	562	6 GB
Ternary Bonsai 2 27B Gbx	2	127	8 GB
Terza 27B Agent Gbx	1	52	8 GB