rcabello
Fleet standalone UI
an idea by rcabello
Enabling Rancher as an OIDC Provider
an invention by rcabello
Description
Kubernetes supports OpenID Connect (OIDC) natively as an authentication mechanism, enabling token-based user authentication. This can be configured through flags in the Kubernetes API server or by using AuthenticationConfiguration.
Building and Distilling a Custom LLM Using Rancher Data
a project by rcabello
Description
This project explores how to create a custom Large Language Model (LLM) trained specifically on Rancher related data. We will explore LLM distillation techniques to produce a smaller, more efficient model suitable for deployment in resource-constrained environments. We will also explore how Retrieval-Augmented Generation (RAG) can enhance model performance by combining the strengths of fine-tuning with dynamic knowledge retrieval.
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