Bonsai-27B-mlx-1bit vs phi-2

Specs, VRAM requirements and download trends — updated 1 September 2026.

prism-ml · A · Open weights
Params
1.7 B
Context
—
30d
961 K
apache-2.0 · commercial OK
microsoft · B · Open weights
Params
2.8 B
Context
2,048
30d
434 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification Bonsai-27B-mlx-1bit phi-2
Parameters 1.7 B 2.8 B
Architecture Qwen3_5ForConditionalGeneration PhiForCausalLM
Context length — 2,048
Licence apache-2.0 mit
Commercial use Allowed Allowed
Languages — 1
Downloads 30d 960,762 434,012
Downloads all time 4.1 M 23.8 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2026-07-04 2023-12-13

Download trend

Daily snapshots, last 84 days (3 Aug – 25 Oct)

2.1 M204 K
Bonsai-27B-mlx-1bit phi-2 A overtook B on 11 Sep

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Bonsai-27B-mlx-1bit · fp16 6.4 GB / 24 GB
✅ Runs comfortably
phi-2 · fp16 7.0 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons