PinnedPublished inTDS ArchiveA Visual Guide to QuantizationDemystifying the compression of large language modelsJul 24, 2024A response icon3Jul 24, 2024A response icon3
PinnedPublished inTDS Archive9 Distance Measures in Data ScienceThe advantages and pitfalls of common distance measuresFeb 1, 2021A response icon26Feb 1, 2021A response icon26
Published inTDS ArchiveA Visual Guide to Mamba and State Space ModelsAn alternative to Transformers for language modelingFeb 22, 2024A response icon7Feb 22, 2024A response icon7
Published inTDS ArchiveBERTopic: What Is So Special About v0.16?Exploring Zero-Shot Topic Modeling, Model Merging, and LLMsDec 13, 2023A response icon2Dec 13, 2023A response icon2
Published inTDS ArchiveGPTQ vs. GGUF vs. AWQ: Which Quantization Method is Right for You?Exploring Pre-Quantized Large Language ModelsNov 14, 2023A response icon9Nov 14, 2023A response icon9
Published inTDS ArchiveIntroducing KeyLLM — Keyword Extraction with LLMsUse KeyLLM, KeyBERT, and Mistral 7B to extract keywordsOct 5, 2023A response icon15Oct 5, 2023A response icon15
Published inTDS Archive3 Easy Methods For Improving Your Large Language ModelEnhancing the power of Llama 2Sep 15, 2023A response icon10Sep 15, 2023A response icon10
Published inTDS ArchiveTopic Modeling with Llama 2Create easily interpretable topics with Large Language ModelsAug 22, 2023A response icon12Aug 22, 2023A response icon12
Published inTDS ArchiveDecoding Auto-GPTThe Mechanics of an Autonomous GPT-4Aug 8, 2023A response icon1Aug 8, 2023A response icon1
Published inTDS ArchiveGPT and Human PsychologyAnalogies with Human Thinking and Reasoning.Jun 29, 2023A response icon5Jun 29, 2023A response icon5