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PinnedPublished inLevel Up CodingTesting 18 RAG Techniques to Find the Bestcrag, HyDE, fusion and more!Mar 12A response icon29Mar 12A response icon29
PinnedPublished inLevel Up CodingBuilding a 2 Billion Parameter LLM from Scratch Using PythonIt starts making senseJan 15A response icon25Jan 15A response icon25
PinnedPublished inLevel Up CodingSolving Transformer by Hand: A Step-by-Step Math ExamplePerforming numerous matrix multiplications to solve the encoder and decoder parts of the transformerDec 18, 2023A response icon44Dec 18, 2023A response icon44
PinnedPublished inLevel Up CodingBuilding a Million-Parameter LLM from Scratch Using PythonA Step-by-Step Guide to Replicating LLaMA ArchitectureDec 7, 2023A response icon37Dec 7, 2023A response icon37
Published inLevel Up CodingCutting Tokens by 40% to Lower LLM API Costs Using a Memory-Efficient AlgorithmLet your LLM remember only relevant thing15h agoA response icon215h agoA response icon2
Published inLevel Up CodingCreating a 2M Parameter Thinking LLM (like o3 & DeepSeek-R1) from Scratch Using PythonFrom Pretraining to SFT to RLHF3d agoA response icon13d agoA response icon1
Published inLevel Up CodingTesting 17 Prompt Engineering Techniques on 1B Parameter LLMThoT, CoT, RaR and more!May 13A response icon2May 13A response icon2
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Published inLevel Up CodingSolving 6 Types of Hallucinations in Small LLMs: A Hands‑On GuideCopy Mechanism, Lookback Lens and more!May 5A response icon13May 5A response icon13
