What is CentML?
CentML offers solutions to optimize the deployment of Large Language Models (LLMs). The platform provides cutting-edge memory management techniques to right-size hardware usage and significantly save costs.
CentML boosts performance with reduced latency and maximized throughput at scale, supporting popular open-source LLMs and enterprise-grade execution engines. It facilitates deployment on any cloud or VPC, abstracting away configuration complexity and offering the latest hardware at optimal pricing without contract lock-in.
Features
- Advanced System Optimization: Save costs with more efficient hardware utilization.
- Right-size hardware usage: Cutting-edge memory management techniques.
- Deployment Planning and Serving at Scale: Streamline LLM deployment with single-click resource sizing and model serving.
- Boost performance: Reduced latency and maximized throughput at scale.
- Diverse Hardware, Model, and Modality Support: Day 1 support for popular open source LLMs.
- Enterprise-grade execution engine: Supports multiple backends and compute.
Use Cases
- Accelerating API-as-a-service for generative AI companies
- Optimizing inference servers for speed and efficiency
- Training large-scale deep learning systems
- Deploying and fine-tuning AI models
- Maximizing LLM training and inference efficiency
FAQs
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What is CentML credit?
CentML credit is equivalent of 1 USD. You can buy it by platform. -
What is Serverless Endpoint?
Serverless Endpoint usage is billed according to the total number of tokens generated and processed. -
How dedicated deployments are charged?
Dedicated deployments are charged based on the type and duration of hardware used, following a per-minute billing system.
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