Jesse Williams

95 posts by Jesse Williams

KitOps: The Bridge Between AI/ML Models and DevOps
ai - 5 min read

KitOps: The Bridge Between AI/ML Models and DevOps

Join us as Brad Micklea, CEO of Jozu and maintainer of KitOps, shares exciting updates and insights on the Partially Redacted podcast with Sean Falconer. Discover the journey behind KitOps, the challenges of deploying AI/ML models, and how KitOps’ ModelKits and CLI are revolutionizing the landscape by bridging the gap between data science and DevOps. Learn about Jozu’s ambitious plans for creating a public hub for ModelKits, enterprise solutions for secure AI operations, and how you can be part of this innovative community.
Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps
ai - 3 min read

Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps

Dive into the world of large language models with our step-by-step tutorial on fine-tuning using LoRA, powered by tools like llama.cpp and KitOps. LoRA (Low-Rank Adaptation) is an efficient technique for adapting pre-trained models, minimizing computational overhead. We’ll guide you through setting up your environment, creating a Kitfile, building a LoRA adapter, and deploying your fine-tuned model. By the end, you’ll have a packaged model ready for deployment.