Predibase

Predibase is a low-code AI platform designed for developing, fine-tuning, and deploying advanced AI models, including large language models (LLMs).

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About Predibase

Predibase is a low-code AI platform empowering data scientists and engineers to build, optimize, and deploy cutting-edge models, from simple regressions to large language models. It excels in fine-tuning and serving open-source models that can surpass GPT-4 performance within your own cloud environment or Predibase's infrastructure. Key features include reinforcement fine-tuning, multi-LoRA inference, and autoscaling infrastructure, delivering rapid, accurate AI training and deployment at scale.

How to Use

Sign up for a free trial or request a demo to get started with Predibase. The platform enables users to fine-tune any base model from its extensive library or deploy custom models with dedicated resources. Train specialized supervised learning models with or without labeled data, and utilize reinforcement fine-tuning for continuous improvement through live reward functions.

Features

Reinforcement Fine-Tuning (RFT) for improved model accuracy

Easy fine-tuning and deployment of large language models

Multi-LoRA inference for efficient model scaling

Virtual Private Cloud (VPC) deployment options

Intuitive low-code environment for AI model development

Autoscaling infrastructure for optimal performance

Use Cases

Automated Documentation Generation

Precise Information Extraction

Customer Support Automation

AI-Assisted Code Generation

Content Summarization and Analysis

Best For

ML EngineersData ScientistsAI ResearchersChief Information OfficersSoftware Engineers

Pros

Supports seamless enterprise deployment options, including cloud and private environments

Reduces costs and achieves faster inference compared to solutions like OpenAI

Delivers high accuracy and speed with comprehensive training and deployment infrastructure

Enables building and deploying sophisticated models with minimal code

Trains models with up to 1,000 times less data and achieves 10x faster inference

Cons

Pricing details require contacting Predibase or requesting a demo

Some features, such as reinforcement fine-tuning, may have a learning curve

Early access to the consumption-based SaaS tier is limited to select customers

Pricing Plans

Choose the perfect plan for your needs. All plans include 24/7 support and regular updates.

Consumption-Based SaaS Model

This pay-as-you-go, self-serve pricing plan is in early access for select customers and will be generally available later this year. It is designed for single users on our managed SaaS platform.

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Frequently Asked Questions

Find answers to common questions about Predibase

What is Predibase?

Predibase is a low-code AI platform that simplifies building, optimizing, and deploying advanced models, from linear regressions to large language models, with minimal coding.

What capabilities does Predibase offer?

It allows customization and deployment of open-source models that outperform GPT-4, available within your cloud or Predibase’s infrastructure.

What deployment options are supported?

Predibase offers flexible deployment choices suitable for experimentation and production, including cloud and private environments.

How does Reinforcement Fine-Tuning (RFT) work?

RFT enables continuous model learning using live reward functions, resulting in highly accurate models even with limited training data.

Is there a free trial available?

Yes, you can sign up for a free trial or request a demo to explore Predibase’s capabilities.