Open Source LLMOps

Experience Open Source Large Language Models (LLMs) Master cutting-edge LLM architectures like Transformers through hands-on labs Fine-tune models on your data with SkyPilot's scalable training platform Deploy efficiently with model servers like LoRAX and vLLM Explore the Open Source LLM Ecosystem: Gain in-depth understanding of how LLMs work under the hood Run pre-trained models like Code Llama, Mistral & Stable Diffusion Discover advanced architectures like Sparse Expert Models Launch cloud GPU instances for accelerated compute Guided LLM Project: Fine-tune LLaMA, Mistral or other LLMs on your custom dataset Leverage SkyPilot to scale training across cloud providers Containerize your fine-tuned model for production deployment Serve models efficiently with LoRAX, vLLM and other open servers Build powerful AI solutions leveraging state-of-the-art open source language models. Gain practical LLMOps skills through code-first learning.

• Run local large language models
• Fine-tune LLMs
• Use open-source generative AI

• Basic programming experience
• Some understanding of Bash and Linux.