What are the hardware requirements for Unlimited OCR Bf16?

Unlimited OCR Bf16 requires approximately 6.6 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Unlimited OCR Bf16 and how large is it?

Unlimited OCR Bf16 is developed by mlx-community, a model with 3.3b 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 Unlimited OCR Bf16?

Unlimited OCR Bf16 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Unlimited OCR Bf16 by mlx-community — VRAM 6.6GB, 32K context

Name: Unlimited OCR Bf16
Author: mlx-community

Unlimited OCR Bf16 is an open-source language model by mlx-community. Features: 3.3b LLM, VRAM: 6.6GB, Context: 32K, License: mit, LLM Explorer Score: 0.28.

Baidu Base model:baidu/unlimited-ocr Base model:finetune:baidu/unli... Bfloat16 Conversational Custom code Image-text-to-text Mlx Mlx-vlm Multilingual Ocr Region:us Safetensors Sharded Tensorflow Unlimited-ocr Vision Vision-language

Model Card on HF 🤗: https://huggingface.co/mlx-community/Unlimited-OCR-bf16

Unlimited OCR Bf16 Parameters and Internals

LLM Name	Unlimited OCR Bf16
Repository 🤗	https://huggingface.co/mlx-community/Unlimited-OCR-bf16
Base Model(s)	Unlimited OCR baidu/Unlimited-OCR
Model Size	3.3b
Required VRAM	6.6 GB
Updated	2026-08-15
Maintainer	mlx-community
Model Type	unlimited-ocr
Model Files	5.2 GB: 1-of-2 1.4 GB: 2-of-2
Model Architecture	UnlimitedOCRForCausalLM
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.46.3
Tokenizer Class	TokenizersBackend
Padding Token	<｜▁pad▁｜>
Vocabulary Size	129280

Rank the Unlimited OCR Bf16 capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Unlimited OCR Bf16

Best Alternatives	Context / RAM	Downloads	Likes
Unlimited OCR	32K / 6.7 GB	2857997	3961
...ited OCR Community FP8 Dynamic	32K / 4.1 GB	4265	1
Unlimited OCR Community NVFP4	32K / 2.9 GB	11	1

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Unlimited-OCR-bf16.