Fine tuning pipeline for open-source LLMs

Description

This is Lesson 1 of the Hands-on LLM Course, a FREE hands-on tutorial where you will learn, step-by-step, how to build a financial advisor, using LLMs and following MLOps best practices. This course is not about building a demo inside a Jupyter notebook, but a fully working app, using the

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High-Performance LLM Training at 1000 GPU Scale With Alpa & Ray

Fine-tuning Large Language Models (LLMs)

Paul Iusztin on LinkedIn: #ml #data #ml #mlops

Local small models // run on device, fine-tuned by large ones, by sbagency, Dec, 2023

Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU

Paul Iusztin on LinkedIn: #mlops #machinelearning #data

RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?, by Heiko Hotz

Continuous training LLM pipelines using LLMOps

Understanding RAG and fine-tuning of LLMs, by Ashok Poudel

Getting Started with Large Language Models: Key Things to Know

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