What is Predibase?
Predibase is an advanced AI platform that enables organizations to fine-tune and deploy small, task-specific language models that match the quality of GPT-4 at substantially lower costs. Built by AI leaders from Uber, Google, Apple, and Amazon, the platform leverages state-of-the-art techniques including quantization, low-rank adaptation, and memory-efficient distributed training.
The platform's unique serving infrastructure, powered by Turbo LoRA and LoRAX, allows users to cost-effectively serve multiple fine-tuned adapters on a single private serverless GPU at speeds 2-3x faster than alternatives. Predibase offers both cloud-based and VPC deployment options, ensuring organizations maintain complete control over their models and data with SOC-2 compliance.
Features
- State-of-the-art Fine-tuning: Advanced techniques including quantization and low-rank adaptation
- LoRAX Architecture: Serve thousands of fine-tuned LLMs on a single GPU
- Serverless Deployment: Automatic scaling with pay-as-you-go pricing
- Private Cloud Support: Deploy in AWS, Azure, or GCP with complete data control
- Efficient Resource Usage: 2-3x faster serving speeds than alternatives
- Model Variety: Support for multiple open-source LLMs including Llama-3, Phi-3, and Mistral
Use Cases
- Document Classification
- Information Extraction
- Customer Sentiment Analysis
- Customer Support Automation
- Code Generation
- Named Entity Recognition
FAQs
-
Do you offer discounts?
Yes, discounted pricing on compute is available for Enterprise customers. -
What is the free usage limit for shared serverless inference?
Free usage is limited to 1M tokens per day and 10M tokens per month. -
Can I use my existing cloud commitments with Predibase?
Yes, you will soon be able to use committed spend from AWS, Azure, or GCP on Predibase.
Related Queries
Helpful for people in the following professions
Predibase Uptime Monitor
Average Uptime
99.96%
Average Response Time
233.68 ms
Last 30 Days
Featured Tools
eCold.ai
AI personalized lines in bulk
Couple.me
Create your ideal AI Girlfriend and experience personalized romantic connections
My AI Girlfriend
Create Your AI Girlfriend Online For Free
Tickles.ai
Your Joiful AI Companion
FapAI
The first AI Sexting Bot for Sex Chat
NSFW Art Generator
Bring Your Wildest Fantasies 'REAL' with this Erotic, NSFW AI GeneratorJoin Our Newsletter
Stay updated with the latest AI tools, news, and offers by subscribing to our weekly newsletter.
