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Technology Radar
An opinionated guide to technology trends and tools, including techniques, platforms, and languages, with recommendations for adoption, trials, assessments, and holds, for enhanced software development practices.
thoughtworks.comKoyeb is a developer-friendly serverless platform designed to let businesses easily deploy reliable and scalable applications globally. The platform has been created by Cloud Computing Veterans and is financially backed by industry leaders.
Koyeb allows you to deploy all kind of services including full web applications, APIs, and background workers.
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Koyeb allows you to deploy all kind of services including full web applications, APIs, and background workers.
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Introduction
SkyPilot is a framework for running LLMs, AI, and batch jobs on any cloud, offering maximum cost savings, highest GPU availability, and managed execution.
SkyPilot abstracts away cloud infra burdens :
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SkyPilot abstracts away cloud infra burdens :
- Launch jobs & clusters on any cloud
- Easy scale-out: queue and run many jobs, automatically managed
- Easy access to object stores (S3, GCS, R2)
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skypilot-org • GitHub - skypilot-org/skypilot: SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
Setting up the necessary machine learning infrastructure to run these big models is another challenge. We need a dedicated model server for running model inference (using frameworks like Triton oder vLLM), powerful GPUs to run everything robustly, and configurability in our servers to make sure they're high throughput and low latency. Tuning the in... See more