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Baseten

The fastest way to build ML-powered applications

С бесплатной квотой 169 Views возобновлять:2024-10-16

Что такое Baseten ?

BaseTen is the fastest way to build apps powered by machine learning. Deploy models with a few lines of code, serve APIs without infrastructure or framework nightmares, and build stateful, interactive user interfaces to power real, functional applications.

Какие сценарии использования есть у Baseten?

Deploying AI models in production environments for real-time applications such as chatbots, virtual assistants, and translation services.
Scaling inference capabilities for machine learning teams to enhance performance and reduce time to market.
Managing model infrastructure efficiently without the need for extensive DevOps resources, allowing teams to focus on developing domain-specific models.
Utilizing high-performance model serving for enterprise applications that require security, reliability, and compliance with operational needs.

Какие особенности есть у Baseten?

High model throughput with the ability to process up to 1,500 tokens per second and low latency response times (under 100ms).
Streamlined developer workflow with Truss, an open-source standard for packaging models, enabling easy deployment and iteration.
Effortless autoscaling that automatically adjusts model replicas based on incoming traffic, ensuring optimal performance and cost efficiency.
Comprehensive observability tools for real-time monitoring of inference counts, response times, and GPU uptime.
Enterprise readiness with security features, including single tenancy for model isolation and compliance with operational standards.