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.