jgouin

jgouin

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.

Updated about 6 hours ago. No love. 3 followers.
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  • about 6 hours ago: jgouin joined Building and Distilling a Custom LLM Using Rancher Data