What are the hardware requirements for OvisOCR2 6bit?

OvisOCR2 6bit requires approximately 0.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed OvisOCR2 6bit and how large is it?

OvisOCR2 6bit is developed by mlx-community, a model with 853m 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 OvisOCR2 6bit?

OvisOCR2 6bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

OvisOCR2 6bit by mlx-community — VRAM 0.8GB

Name: OvisOCR2 6bit
Author: mlx-community

OvisOCR2 6bit is an open-source language model by mlx-community. Features: 853m LLM, VRAM: 0.8GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.25.

6-bit 6bit Base model:ath-maas/ovisocr2 Base model:quantized:ath-maas/... Conversational Document-parsing Image-text-to-text Mlx Multimodal Ocr Quantized Qwen3 5 Region:us Safetensors Vision Vision-language

Model Card on HF 🤗: https://huggingface.co/mlx-community/OvisOCR2-6bit

OvisOCR2 6bit Parameters and Internals

LLM Name	OvisOCR2 6bit
Repository 🤗	https://huggingface.co/mlx-community/OvisOCR2-6bit
Base Model(s)	OvisOCR2 ATH-MaaS/OvisOCR2
Model Size	853m
Required VRAM	0.8 GB
Updated	2026-09-26
Maintainer	mlx-community
Model Type	qwen3_5
Model Files	0.8 GB
Quantization Type	6bit
Model Architecture	Qwen3_5ForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	4.57.0.dev0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the OvisOCR2 6bit 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 OvisOCR2 6bit

Best Alternatives	Context / RAM	Downloads	Likes
Logics Parsing V3	0K / 1.7 GB	182	9
STAGE1	0K / 1.7 GB	11	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/OvisOCR2-6bit.