Predibase is a developer-centric platform designed to simplify the fine-tuning and deployment of small, task-specific AI models. By leveraging advanced techniques such as quantization and low-rank adaptation, it allows you to customize models efficiently, ensuring optimal performance for your specific applications.
The platform supports a wide range of open-source models, including Llama-3 and Mistral, enabling rapid experimentation and deployment.
One of Predibase’s standout features is its unique serving infrastructure, powered by Turbo LoRA and LoRAX. This setup enables the cost-effective serving of multiple fine-tuned adapters on a single private serverless GPU, achieving speeds two to three times faster than traditional alternatives.
Additionally, Predibase offers free shared serverless inference for prototyping, handling up to 1 million tokens per day or 10 million tokens per month. The platform can be deployed in your virtual private cloud, ensuring data security and compliance with enterprise standards.
