OctoAI

OctoAI was a high-performance generative AI platform: it provided a cloud-based inference engine for deploying, running, and scaling open-source and custom models with maximum cost-efficiency.

OctoAI delivered an efficient, customizable generative AI platform for production applications. Founded by the creators of Apache TVM, the technology specialized in optimizing and deploying machine learning models (ML) for speed and cost savings: a critical infrastructure headache. Its core product, OctoStack, offered a full toolkit for running models like Llama 3.1 and SD3, supporting both cloud and on-premise deployments for full data control. The platform was known for its hardware-agnostic approach, enabling developers to build and scale sophisticated AI applications without vendor lock-in. (The company was acquired by NVIDIA in September 2024.)

https://octo.ai