kyegomez / zeta

Build high-performance AI models with modular building blocks
https://zeta.apac.ai
Apache License 2.0
391 stars 37 forks source link

Bump skypilot from 0.4.1 to 0.5.0 #171

Closed dependabot[bot] closed 5 months ago

dependabot[bot] commented 6 months ago

Bumps skypilot from 0.4.1 to 0.5.0.

Release notes

Sourced from skypilot's releases.

SkyPilot v0.5.0: SkyServe, New Provisioner, LLMs, Kubernetes, and More Clouds

We are excited to release SkyPilot v0.5.0, where we introduce a significant amount of new features and enhancements, including:

  • SkyPilot Serving
  • New provisioner
  • LLM recipes for the latest open models and engines
  • Kubernetes support improvement
  • 4 new clouds (contributed by the cloud providers!)

and more!

Release Highlights

New Features

  • Multiple candidate resources: SkyPilot now supports multiple candidate resources for a single task (using multiple accelerators, any_of or ordered in resources), allowing users to significantly enlarge the resource pool and get higher availability.
  • New Provisioner: Provisioner gets a new implementation, which is 2x faster and more reliable for supported clouds. Support launching clusters with more than 100 nodes. Dependency requirements for clouds are also significantly reduced.
  • Disk Tier: Introducing best disk tier for the best performance and cost, so you can choose the best disk for any cloud. (#2434)
  • Allow 2x spot jobs to be run concurrently
  • Mount storage back after cluster restart

SkyServe

SkyServe is a serving system on top of SkyPilot that deploys and scales any HTTP services across one or more regions or clouds, with autoscaling, load balancing, and more.

  • Introducing SkyServe: deploy and scale your AI models across multiple regions or clouds. (#2458)
  • Autoscaler: Request rate based autoscaling policy. (#2868, #2878)
  • Autoscaler: Support scaling to 0 when no requests (#2938)
  • Rolling update: Support rolling update for existing services (#2935, #3057)

Other Enhancements

New LLM Recipes

... (truncated)

Commits


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dependabot[bot] commented 5 months ago

Looks like skypilot is no longer a dependency, so this is no longer needed.