Visual OCR Structured LLM

This 30B parameter vision-language model represents the optimal balance of accuracy, cost, and performance for production OCR and structured extraction pipelines. The model achieves 90% accuracy on OCRBench evaluations - the highest in its class - delivering enterprise-grade reliability for mission-critical document processing. Excelling at complex structured extraction from forms, financial documents, medical records, legal contracts, and technical diagrams, it demonstrates a 20.3 Character Error Rate on FUNSD benchmark, translating to 79.7% field-level accuracy. The Mixture-of-Experts architecture activates only 3B parameters per inference, delivering exceptional accuracy with superior computational efficiency. The 32K context window processes lengthy documents and multi-page batches seamlessly. Enhanced with advanced training techniques, it demonstrates superior reasoning for ambiguous layouts, degraded document quality, and complex multi-table structures. This model delivers production-ready accuracy for high-volume workflows requiring highest reliability at scale. Industry-Leading Performance: Achieves 90% accuracy on OCRBench Demonstrates 20.3 Character Error Rate on FUNSD (79.7% field-level accuracy) Processes 25+ languages with consistent accuracy Superior performance on charts, diagrams, tables, and complex layouts Exceptional reliability for production-grade document processing Technical Specifications: 30B total parameters with 3B active per inference (MoE architecture) Maximum context length: 32K tokens Image resolution: Up to 8MP/4K (3840 X 2160) Advanced training for enhanced reasoning and accuracy 4 X inference speedup through optimized deployment architecture Structured Extraction Excellence: Superior JSON generation from complex document layouts Excellent chart and data visualization comprehension (91-93%) Advanced table extraction with structure preservation Robust handling of nested tables and hierarchical data Reliable key-value extraction from challenging layouts Production Excellence Most cost-efficient option for enterprise OCR at scale Optimal for high-volume automated document processing Superior structured extraction for financial, medical, and legal documents Ideal for production pipelines processing 10K+ documents daily Handles degraded scans and varying document quality Seamless integration with enterprise document management systems