Unlimited-OCR, a 3.3B multilingual OCR model, is available on ModelScope. It supports one-shot parsing for single images, multi-page documents, and PDFs, with full-document parsing and up to 32K output length. The model includes base and gundam image modes for diverse document layouts and supports Transformers inference with OpenAI-compatible streaming.