Large-Scale AI Batch Inference: 9x Faster Embedding Generation
How to accelerate distributed embedding generation? Use the "forgotten" regions.
SkyPilot Blog
Guides, posts, and resources from SkyPilot.
Engineering
Introducing SkyPilot Client-Server Architecture
Transforming SkyPilot into a scalable, multi-user platform.
Abusing SQLite to Handle Concurrency
Using DeepSeek R1 for RAG: Do's and Don'ts
Building Large-Scale Image Search using VectorDB & OpenAI CLIP: From 120 Hours to 1 Hour, From $$$ to $
SkyPilot enables image-to-image and text-to-image search from 120 Hours to 1 Hour and from $$$ to $
SkyPilot 0.7: 3x Faster Provisioning, Reserved Instances, Admin Features, New Hardware
Announcing SkyPilot 0.7.
Getting $1M cloud credits for AI startups — and using them wisely
For AI teams: How do you efficiently spend $1M+ cloud credits across 3+ clouds?
Can Multimodal LLMs Truly "See" Images? A Deep Dive with ASCII Art
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.
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