SkyPilot Blog
Guides, posts, and resources from SkyPilot.
Engineering
Finetune Llama 3.1 on Your Infra
Operational guide to finetune Llama 3.1, with everything packaged in a simple SkyPilot YAML.
AI on Kubernetes Without the Pain
Develop, Train and Serve AI on Kubernetes with SkyPilot.
SkyPilot 0.6: Managed Jobs API, SkyServe on Kubernetes, Spot + On-demand mixing, Paperspace support
Announcing SkyPilot 0.6.
Introducing SkyServe: 50% Cheaper AI Serving on Any Cloud with High Availability
SkyServe: A simple, cost-efficient, multi-region/cloud library for serving GenAI models.
Scaling Mixtral LLM Serving with High GPU Availability and Cost Efficiency
A tutorial for serving Mixtral 8x7B model with SkyPilot and SkyServe.
Scaling AI Robotics on the Cloud
Covariant runs AI on the cloud using SkyPilot, delivering models 4x faster cost-effectively.
Finetuning Llama 2 in your own cloud environment, privately
An operational guide on finetuning Llama 2, ready for commercial use.
Serving LLM 24x Faster On the Cloud with vLLM and SkyPilot
SkyPilot makes the deployment and development of vLLM easy and fast on clouds.
SkyPilot 0.3: LLM support and unprecedented GPU availability across more clouds
Announcing SkyPilot 0.3: LLM support, new clouds, and enhanced production readiness.
![Analyzing the Whole Mouse Brain Atlas on the Cloud With SkyPilot [User Post]](https://cdn.sanity.io/images/9qcljuzt/production/463152baa0b35d9e63c01c06897456e427440668-1600x781.webp?auto=format&h=1874&w=3840&fit=min)
Analyzing the Whole Mouse Brain Atlas on the Cloud With SkyPilot [User Post]
Experience report from Salk Institute on how biologists use SkyPilot to conduct research on the cloud.
Run LLaMA LLM chatbots on any cloud with one click
Want to host your own LLM Chatbot on any cloud of your choosing?
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