GPU Acceleration 4

Next-gen document intelligence with context optical compression and multilingual support. DeepSeek OCR is a two-stage transformer-based document AI system that utilizes context optical compression to deliver state-of-the-art document intelligence. It compresses high-resolution documents into lean vision tokens, then decodes them with a 3B-parameter mixture-of-experts model to achieve near-lossless text, layout, and diagram understanding across 100+ languages. It supports GPU-efficient throughput for complex layouts and is trained on 30 million real PDF pages plus synthetic data, preserving layout structure, tables, chemistry (SMILES strings), and geometry tasks.

Anyscale is an AI application platform for building, running, and scaling AI applications. Anyscale is the leading AI application platform that allows developers to build, run, and scale AI applications instantly. It leverages Ray, a distributed computing framework, to optimize performance and lower costs for AI workloads. Anyscale offers tools for compute governance, developer tooling, and supports any cloud, accelerator, and stack.

Open-source enterprise AI agent platform for secure, scalable task automation. NemoClaw is an open-source enterprise-grade AI agent platform launched by NVIDIA, designed for secure deployment, privacy protection, and scalable task automation. It deeply integrates with the NVIDIA NeMo framework, Nemotron model series, and NIM (NVIDIA Inference Microservices) to provide efficient AI inference and training. Unlike many proprietary solutions, NemoClaw features a hardware-agnostic architecture, allowing enterprises to build and deploy AI agents not only on NVIDIA GPUs but also on hardware from AMD, Intel, and other providers. It aims to provide a controlled environment for sensitive data and mission-critical workflows, bridging the gap between personal AI assistants and regulated enterprise requirements.

NVIDIA's open-source enterprise AI platform for secure, private, and scalable task automation. NemoClaw is an open-source enterprise AI agent platform developed by NVIDIA, designed for secure deployment, privacy protection, and scalable task automation. It is deeply integrated with the NVIDIA NeMo framework and NIM (NVIDIA Inference Microservices) to help businesses achieve high-efficiency task automation and intelligent decision-making. Unlike consumer-level AI assistants, NemoClaw focuses on data governance, regulatory compliance, and large-scale operations, providing a hardware-agnostic architecture that works with NVIDIA, AMD, and Intel hardware.