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Guide/10 chapters/113 min
How Large Language Models Work
- 01What Is an LLM? Large Language Models Explained SimplyBeginner11 min
- 02Tokens in LLMs: How AI Reads, Counts, and Bills TextBeginner11 min
- 03Embeddings Explained: How LLMs Turn Words Into MeaningBeginner11 min
- 04Transformers Explained: The Architecture Behind Every LLMIntermediate12 min
- 05The Context Window: How Much an LLM Can Actually SeeBeginner11 min
- 06Attention Explained: How an LLM Decides What MattersIntermediate12 min
- 07How LLMs Are Trained: Pretraining and RLHF ExplainedIntermediate12 min
- 08Fine-Tuning LLMs: Adapting a Model to Your TaskIntermediate11 min
- 09LLM Inference Explained: How a Model Generates TextIntermediate11 min
- 10LLM Limitations: What Large Language Models Can't DoBeginner11 min