# allenai/olmOCR-2-7B-1025 From Plugin #### NOTE This is a [remotely-sourced model](../remote.md#model-zoo-remote) from the [olmOCR-2](../../plugins/plugins_ecosystem/olmocr_2.html) plugin, maintained by the community. It is not part of FiftyOne core and may have special installation requirements. Please review the plugin documentation and license before use. olmOCR-2 is an advanced OCR model from AllenAI that uses Qwen2.5-VL architecture for document text extraction. Returns markdown output with YAML front matter containing document metadata (language, rotation, tables, diagrams). Converts equations to LaTeX and tables to HTML.. **Details** - Model name: `allenai/olmOCR-2-7B-1025` - Model source: [https://huggingface.co/allenai/olmOCR-2-7B-1025](https://huggingface.co/allenai/olmOCR-2-7B-1025) - Model author: AllenAI - Model license: Apache 2.0 - Exposes embeddings? no - Tags: `ocr, document-understanding, VLM, vision-language` **Requirements** - Packages: `huggingface-hub, transformers, torch, Pillow, numpy` - CPU support - yes - GPU support - yes **Example usage** ```python import fiftyone as fo import fiftyone.zoo as foz foz.register_zoo_model_source("https://github.com/harpreetsahota204/olmOCR-2") dataset = foz.load_zoo_dataset( "coco-2017", split="validation", dataset_name=fo.get_default_dataset_name(), max_samples=50, shuffle=True, ) model = foz.load_zoo_model("allenai/olmOCR-2-7B-1025") dataset.apply_model(model, label_field="predictions") session = fo.launch_app(dataset) ```