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CerebriumCerebrium

Publisher full description

Cerebrium runs Python workloads on serverless GPU and CPU with scale to zero and per second billing: REST endpoints, SSE streaming, WebSockets and async jobs, all described by one cerebrium.toml and driven by one CLI. This plugin helps you go from a Python function to a deployed endpoint, and then keep it healthy. It covers choosi… …and environment variables, wiring CI/CD with a service account, and debugging a failed build or an app that is queueing or returning 5xx. It is built for inference APIs for language, embedding and vision models, real time voice and video apps, bursty traffic that should not hold idle GPUs, multi re…

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Publisher keywords · listing

serverless gpu inference deployment machine-learning llm vllm autoscaling cold-start streaming websockets cerebrium

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Publisher description

…ted docs MCP: deploy and operate real-time AI workloads on serverless GPU and CPU (REST, streaming, WebSocket and async endpoints), with verified cerebrium.toml, hardware and autoscaling guidance.

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OtherVersion 0.1.0
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