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Predibase is an end-to-end platform designed to optimize the training and serving of AI models, particularly focusing on language models. With features like reinforcement fine-tuning, Turbo LoRA for faster inference, and dynamic GPU scaling, Predibase aims to be the ultimate powerhouse for AI practitioners.
- Most Powerful Way to Train Predibase boasts unparalleled power when it comes to training AI models. Its reinforcement fine-tuning (RFT) technology allows users to train task-specific models with minimal data requirements. This is a game-changer, as it enables continuous learning through live reward functions, resulting in models that achieve exceptional accuracy even with limited training data.
- Fastest Way to Serve Once your model is trained, Predibase offers the fastest way to serve it. The platform is powered by LoRAX and Turbo LoRA, which together enable blazing-fast inference. Turbo LoRA, in particular, is claimed to be 4x faster than other solutions on the market. This means you can serve your fine-tuned language models on autoscaling infrastructure without compromising on speed or accuracy.
- Smartest Way to Scale Scalability is a critical aspect of any AI platform, and Predibase excels in this regard. It offers effortless GPU scaling, allowing users to dynamically scale GPUs in real-time to meet any inference surge. This ensures zero slowdowns and zero wasted compute resources. Additionally, Predibase supports multi-region high availability, logging and metrics, blue/green deployments, and 24/7 on-call rotation, making it ideal for mission-critical AI applications.
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