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A Short Intro to LLMs

A Short Intro to LLMs

Large Language Models are a type of AI model designed to understand and generate human language.

How to Build a code assistant with open-source LLMs using RAG Fine-tuning

How to Build a code assistant with open-source LLMs using RAG Fine-tuning

RAG fine-tuning combines code retrieval with model training, addressing the limitations of outdated knowledge and hallucinations in LLMs.

MoE (Mixture of Experts)

MoE (Mixture of Experts)

MoEs allow for much more compute-efficient pretraining but have historically struggled to generalize during fine-tuning, often leading to overfitting.