Feature Request: Supports MonkeyOCRv2

[Leroy-X]

Prerequisites

• I am running the latest code. Mention the version if possible as well.
• I carefully followed the README.md.
• I searched using keywords relevant to my issue to make sure that I am creating a new issue that is not already open (or closed).
• I reviewed the Discussions, and have a new and useful enhancement to share.

Feature Description

MonkeyOCRv2 is a text-centric visual foundation model that unifies fine-grained text modeling, cross-task representation learning, and cross-lingual generalization in a single encoder. MonkeyOCRv2 generalizes effectively across a broad range of OCR and document intelligence tasks, including multilingual document parsing, document understanding, text recognition, formula recognition, document tampering detection, scene text detection, and overlapping text segmentation.

Motivation

https://huggingface.co/collections/zenosai/monkeyocrv2
https://github.com/Yuliang-Liu/MonkeyOCRv2

Possible Implementation

No response