SmolDocling: Ultra-Compact AI Model For Document Processing
SmolDocling: Ultra-compact AI model processes docs 5x faster than GPT-4 using 85% less computing power. Trained on 200B tokens, supports multiple doc understanding tasks & released as fully open source.
This is a Plain English Papers summary of a research paper called Ultra-Compact AI Model Processes Documents 5x Faster Than GPT-4 While Using 85% Less Computing Power. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview SmolDocling is a compact vision-language model for document processing 7B parameters total (2B for vision, 5B for language) Processes documents at 5x the speed of larger models Maintains or exceeds performance of models 6x larger Supports multiple document understanding tasks Trained on 200 billion tokens of text and ima...