Arctic-TILT
arctic-tilt
About
Snowflake's Arctic-TILT is a compact, multimodal large language model (LLM) designed for efficient document understanding. It excels at extracting information from text-heavy documents and interpreting unstructured elements, such as logos, handwritten text, and form fills. A standout feature is its ability to process text, images, and spatial layouts simultaneously, offering a comprehensive understanding of document content. Arctic-TILT delivers performance comparable to much larger models like GPT-4 but with significantly fewer parameters, making it both cost-effective and accessible. Its adaptability facilitates easy fine-tuning for specific applications, and its efficiency allows it to function effectively on a single A10 GPU.
