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Wednesday, 23 April 2025
Show HN: An all-in-one blog for learning Large Language Models (LLMs) https://bit.ly/4jnpXpE
Show HN: An all-in-one blog for learning Large Language Models (LLMs) An all-in-one blog for learning LLM ins and outs: tokenize, attention, PE, and more Project I've been diving deep into the internals of Large Language Models (LLMs) and started documenting my findings. My blog covers topics like: Tokenization techniques (e.g., BBPE) Attention mechanism (e.g. MHA, MQA, MLA) Positional encoding and extrapolation (e.g. RoPE, NTK-aware interpolation, YaRN) Architecture details of models like QWen, LLaMA Training methods including SFT and Reinforcement Learning If you're interested in the nuts and bolts of LLMs, feel free to check it out: https://bit.ly/4jrd7qy https://bit.ly/4jQGhPQ April 23, 2025 at 11:21PM
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