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.
