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Articles

Welcome to the LLMOps community education materials section. Here you will find a collection of resources that we have compiled to help you learn more about LLMs fundamentals and related topics. 🏅

June 24, 2024

Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

Yanli LiuYanli Liu
June 22, 2024

Deep Learning Illustrated, Part 5: Long Short-Term Memory (LSTM)

Shreya RaoShreya Rao
June 19, 2024

How to Build a Text, Image, and Audio-Capable Multimodal LLM (LLaVA + Whisper)

Vasukumar PVasukumar P
June 19, 2024

Foundation Models in Graph & Geometric Deep Learning

Michael GalkinMichael Galkin
June 16, 2024

Multi AI Agent Systems 101

Mariya MansurovaMariya Mansurova
June 10, 2024

Building LLM Apps: A Clear Step-By-Step Guide

Almog BakuAlmog Baku
June 08, 2024

LLM Models Comparison: GPT-4, Bard, LLaMA, Flan-UL2, BLOOM

DeepchecksDeepchecks
June 07, 2024

Improving RAG with Self-Feedback

PASCAL BIESEPASCAL BIESE
June 03, 2024

LLM Fine-Tuning Workshop: Improve Question-Answering Skills

Sebastian GüntherSebastian Günther
June 02, 2024

Beginner guide to fully local RAG on entry-level machines

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