Pipeshift AI

Pipeshift AI specializes in providing infrastructure for fine-tuning and inferencing open-source Large Language Models (LLMs). The company offers solutions that allow developers to fine-tune multiple LLMs using LoRA-based techniques and deploy them quickly with serverless APIs. This enables businesses to scale their AI models from day one without the complexities of traditional command-line interfaces and notebooks. Pipeshift AI serves developers and companies looking to integrate advanced AI capabilities into their applications, focusing on markets that require scalable and reliable AI solutions. The business model is based on a per-token pricing structure, ensuring cost-efficiency and scalability for its clients. Revenue is generated through subscription fees for access to their high-speed GPU inference stack and additional services for fine-tuning and deploying LLMs.

Keywords: LLMs, fine-tuning, inferencing, serverless APIs, per-token pricing, GPU inference, scalability, AI deployment, LoRA-based techniques, open-source AI.