Predibase

What is Predibase?

Predibase is a low-code AI platform that enables engineers and data scientists to build, optimize, and deploy state-of-the-art models, ranging from linear regressions to large language models, using minimal code. It specializes in fine-tuning and serving LLMs, allowing users to customize and serve open-source models that can outperform GPT-4 within their own cloud or Predibase’s infrastructure. The platform offers features like reinforcement fine-tuning, multi-LoRA inference, and autoscaling infrastructure to ensure unmatched accuracy and speed in training and serving AI models.

How to use Predibase?

To use Predibase, engineers and data scientists can sign up for a free trial or request a demo. The platform allows users to fine-tune any base model from its expansive library or deploy custom models with dedicated resources. Users can train specialized SLMs with or without training data, leveraging reinforcement fine-tuning for continuous learning through live reward functions.

Predibase’s Core Features

Low-code AI model building Fine-tuning and serving of LLMs Reinforcement fine-tuning (RFT) Multi-LoRA inference Autoscaling infrastructure Virtual Private Cloud (VPC) deployment

Predibase’s Use Cases

• Code Generation
• Content Summarization
• Customer Service Automation
• Documentation Generation
• Information Extraction