Q.What is Predibase?
A.Predibase is a low-code AI platform that simplifies the process of building, optimizing, and deploying advanced AI models with minimal coding.
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Predibase
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💬3691
💲Paid
Predibase is a low-code AI platform that simplifies the process of building, optimizing, and deploying state-of-the-art AI models. It offers features like reinforcement fine-tuning, multi-LoRA inference, and autoscaling infrastructure to ensure high accuracy and speed in training and serving AI models.
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Platform
web
AI platformInferenceLLM fine-tuningLow-code AIMachine LearningModel servingMulti-LoRA
What is Predibase?
Predibase is a low-code AI platform designed for engineers and data scientists to build, fine-tune, and deploy advanced AI models, including large language models (LLMs), with minimal coding. It enables users to customize and serve open-source models that can outperform GPT-4, offering unmatched accuracy and speed in training and serving AI models.
Core Technologies
- Low-code AI
- LLM fine-tuning
- Reinforcement learning
- Multi-LoRA
- Inference
- Open-source models
- AI platform
- Machine Learning
Key Capabilities
- Build AI models with minimal code
- Fine-tune and serve LLMs
- Reinforcement fine-tuning (RFT)
- Multi-LoRA inference
- Autoscaling infrastructure
- Virtual Private Cloud (VPC) deployment
Use Cases
- Generate code
- Summarize content
- Automate customer service
- Generate documentation
- Extract information
Core Benefits
- Build and deploy advanced AI models with minimal code
- Achieve unmatched accuracy and speed in training and serving
- Reduce costs and speed up inference compared to alternatives
- Deploy models in your own cloud or Predibase's infrastructure
- Train models with significantly less data and serve them faster
Key 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
How to Use
- 1Sign up for a free trial or request a demo
- 2Choose a base model from the library or deploy a custom model
- 3Fine-tune the model using reinforcement fine-tuning if needed
- 4Train the model with or without training data
- 5Deploy the model in your own cloud or Predibase's infrastructure
Pricing Plans
Consumption-based SaaS tier
This self-serve, pay-as-you-go pricing is currently in early access for select customers and will be going GA later this year. This model applies to single users on our managed SaaS infrastructure.
Frequently Asked Questions
Q.What can I do with Predibase?
A.You can customize and serve open-source models for your use case that outperform GPT-4, all within your cloud or Predibase's infrastructure.
Q.What deployment options are available?
A.Predibase offers flexible deployment options, including deployment in your own cloud or Predibase's managed SaaS infrastructure.
Q.What is Reinforcement Fine-Tuning (RFT)?
A.RFT is a feature that enables continuous learning through live reward functions, resulting in models that achieve exceptional accuracy even with limited training data.
Pros & Cons (Reserved)
✓ Pros
- Build and deploy advanced AI models with minimal code
- Unmatched accuracy and speed in training and serving
- Cost reduction and faster inference
- Flexible deployment options
- Train with significantly less data and serve faster
✗ Cons
- Consumption-based SaaS tier is in early access
- Specific pricing details require contacting Predibase
- Some features may require a learning curve
Alternatives
No alternatives found.