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Unlimited-OCR-6bit

mlx-community/Unlimited-OCR-6bit
6-bit Open on Hugging Face
Parameters
3.3B
Weights (est.)
≈ 3.2 GB
Mac memory (est.)
8 GB+

Size is estimated from the parameter count and quantisation. Memory allows a fifth extra for context plus 2 GB for the system; long contexts need more.

Run it

With mlx-vlm on an Apple silicon Mac:

pip install mlx-vlmpython -m mlx_vlm.generate --model mlx-community/Unlimited-OCR-6bit --image photo.jpg --prompt "Describe this image"

Details

Base model
baidu/Unlimited-OCR (quantized)
Vendor
baidu
Task
Vision + text
Quantisation
6-bit
Licence
mit
Downloads
68 in the last 30 days · 352 all time · 0 likes
Published
2026-07-31 · updated 2026-07-31 (3mo ago)
Languages
multilingual
Tags
unlimited-ocr, baidu, vision-language, custom_code, mlx-vlm, quantized, affine-quantization, 6-bit precision

Other MLX builds of baidu/Unlimited-OCR

Build Quantisation Weights Mac memory Downloads
Unlimited-OCR-4bit 4-bit ≈ 2.5 GB 8 GB+ 397
Unlimited-OCR-6bit (this one) 6-bit ≈ 3.2 GB 8 GB+ 68
Unlimited-OCR-8bit 8-bit ≈ 3.9 GB 8 GB+ 529
Unlimited-OCR-mxfp8 MXFP8 ≈ 3.9 GB 8 GB+ 229
Unlimited-OCR-bf16 bf16 ≈ 6.7 GB 16 GB+ 188