SpicyGen
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
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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.
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