RTX 4000 SFF Ada

DataLens performs GPU-accelerated workloads on elin, specifically utilizing the RTX 4000 SFF Ada GPU. GPU-first document extraction uses the RTX 4000 SFF Ada 20GB GPU on elin for document extraction and embeddings generation. Ollama runs on the elin RTX 4000 SFF Ada 20GB GPU to provide embedding services for document chunks. The GPU-first document extraction system uses the RTX 4000 GPU on the elin server for fast document extraction and vectorization. DataLens agent requires GPU usage on RTX 4000 SFF Ada with max memory utilization 0.5 due to shared hardware usage constraint. GPU resource management policies require monitoring and usage of the shared RTX 4000 SFF Ada 20GB GPU for extraction and embedding tasks. Docling-based extraction leverages the RTX 4000 SFF Ada 20GB GPU available on elin for DOCX and PPTX file processing. Ollama embeddings run on the RTX 4000 SFF Ada 20GB GPU for batch processing of text chunks.