Predibase
Predibase is a low-code AI platform designed for developing, fine-tuning, and deploying advanced AI models, including large language models (LLMs).
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
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. All plans include 24/7 support.
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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