OCRFlux-3B: HuggingFace is
- Exceptional Single-Page Parsing Accuracy: Achieves an Edit Distance Similarity of 0.967 on OCRFlux-bench-single, significantly outperforming olmOCR-7B-0225-preview, Nanonets-OCR-s, and MonkeyOCR
- Native Cross-Page Structure Merging: First open-source project to natively support detecting and merging tables and paragraphs that span multiple pages, achieving 0.986 F1 score on cross-page detection
- Efficient 3B Parameter Architecture: Compact model design enables deployment on GTX 3090 GPUs while maintaining high performance through vLLM-optimized inference for processing millions of documents
- Comprehensive Benchmarking Suite: Provides extensive evaluation frameworks including OCRFlux-bench-single and cross-page benchmarks with manually labeled ground truth for reliable performance measurement
- Scalable Production-Ready Toolkit: Includes Docker support, Python API, and a complete pipeline for batch processing with configurable workers, retries, and error handling for enterprise deployment
Tags:
ai
model
vision
ocr
Last modified 11 September 2026