OpenPipe

OpenPipe is an SDK designed to abstract the complexities of fine-tuning custom language models. It captures prompt-completion pairs from your existing provider in the background, eliminating the need for manual data curation. Using this data, OpenPipe trains a new model that is faster, cheaper, and often more accurate than the original large language model. The tool handles the infrastructure required for training and deployment, allowing developers to replace their base model with a fine-tuned version via a simple API call. It is targeted at software developers and engineering teams looking to optimize their AI applications. Use cases include reducing inference costs, improving latency, and tailoring models to specific use cases like internal knowledge bases. The tool is available as an open-source SDK with options for managed cloud hosting.