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**dots.ocr** Designed for universal accessibility, it possesses the capability to recognize virtually any human script. Beyond achieving state-of-the-art (SOTA) performance in standard multilingual document parsing among models of comparable size, dots.ocr-1.5 excels at converting structured graphics (e.g., charts and diagrams) directly into SVG code, parsing web screens and spotting scene text. **dots.ocr** Designed for universal accessibility, it possesses the capability to recognize virtually any human script. Beyond achieving state-of-the-art (SOTA) performance in standard multilingual document parsing among models of comparable size, dots.ocr-1.5 excels at converting structured graphics (e.g., charts and diagrams) directly into SVG code, parsing web screens and spotting scene text.
## News ## News
* ```2026.2.16 ``` 🚀 We release [dots.ocr-1.5](https://huggingface.co/rednote-hilab/dots.ocr-1.5), designed to recognize all human scripts and symbols. This model extends beyond standard document parsing to include comprehensive image parsing. We are simultaneously releasing [dots.ocr-1.5-svg](https://huggingface.co/rednote-hilab/dots.ocr-1.5-svg), which offers more robust performance for image parsing tasks. * ```2026.03.19 ``` We have rebranded `dots.ocr-1.5` as [dots.mocr](https://github.com/rednote-hilab/dots.mocr). For technical details, please refer to our [paper](https://arxiv.org/abs/2603.13032v1). The model weights are available on Hugging Face: [dots.mocr](https://huggingface.co/rednote-hilab/dots.mocr) and [dots.mocr-svg](https://huggingface.co/rednote-hilab/dots.mocr-svg).
* ```2025.10.31 ``` 🚀 We release [dots.ocr.base](https://huggingface.co/rednote-hilab/dots.ocr.base), foundation VLM focus on OCR tasks, also the base model of [dots.ocr](https://huggingface.co/rednote-hilab/dots.ocr). Try it out! * ```2025.10.31 ``` 🚀 We release [dots.ocr.base](https://huggingface.co/rednote-hilab/dots.ocr.base), foundation VLM focus on OCR tasks, also the base model of [dots.ocr](https://huggingface.co/rednote-hilab/dots.ocr). Try it out!
* ```2025.07.30 ``` 🚀 We release [dots.ocr](https://huggingface.co/rednote-hilab/dots.ocr), — a multilingual documents parsing model based on 1.7b llm, with SOTA performance. * ```2025.07.30 ``` 🚀 We release [dots.ocr](https://huggingface.co/rednote-hilab/dots.ocr), — a multilingual documents parsing model based on 1.7b llm, with SOTA performance.