stormwild/how-llms-work.md

## how-llms-work.md

      
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              how-llms-work.md
            
          
    How LLMs Work

Generative AI in a Nutshell - how to survive and thrive in the age of AI - YouTube
GPT
Generative Pretrained Transformer

Unsupervised Generative Pretraining
Back Propogation
Reinforcement Learning with Human Feedback (RLHF)

Models are everywhere.
Multimodal models.
Emergent Capabilities.
How do LLMs like ChatGPT work? Explained by Deep-Fake Ryan Gosling using Synclabs and ElevenLabs. - YouTube
What are Large Language Models (LLMs)? - YouTube
Simple Introduction to Large Language Models (LLMs) - YouTube
How Large Language Models Work - YouTube
Transformers

Transformers, explained: Understand the model behind GPT, BERT, and T5 - YouTube
RAG

How RAG makes LLMs like ChatGPT more accurate and up-to-date. By Deep-Fake Chance The Rapper. - YouTube
What is Retrieval-Augmented Generation (RAG)? - YouTube
What is RAG? (Retrieval Augmented Generation) - YouTube
RAG for LLMs explained in 3 minutes - YouTube
Vector Databases

What is a Vector Database? - YouTube
Vector Databases simply explained! (Embeddings & Indexes) - YouTube
Vector Database Explained | What is Vector Database? - YouTube
OpenAI Embeddings and Vector Databases Crash Course - YouTube