PinnedMaarten GrootendorstinTowards Data ScienceA Visual Guide to QuantizationDemystifying the compression of large language modelsJul 242Jul 242
PinnedMaarten GrootendorstinTowards Data Science9 Distance Measures in Data ScienceThe advantages and pitfalls of common distance measuresFeb 1, 202126Feb 1, 202126
Maarten GrootendorstinTowards Data ScienceA Visual Guide to Mamba and State Space ModelsAn alternative to Transformers for language modelingFeb 226Feb 226
Maarten GrootendorstinTowards Data ScienceBERTopic: What Is So Special About v0.16?Exploring Zero-Shot Topic Modeling, Model Merging, and LLMsDec 13, 20232Dec 13, 20232
Maarten GrootendorstinTowards Data ScienceWhich Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)Exploring Pre-Quantized Large Language ModelsNov 14, 20239Nov 14, 20239
Maarten GrootendorstinTowards Data ScienceIntroducing KeyLLM — Keyword Extraction with LLMsUse KeyLLM, KeyBERT, and Mistral 7B to extract keywordsOct 5, 202315Oct 5, 202315
Maarten GrootendorstinTowards Data Science3 Easy Methods For Improving Your Large Language ModelEnhancing the power of Llama 2Sep 15, 20238Sep 15, 20238
Maarten GrootendorstinTowards Data ScienceTopic Modeling with Llama 2Create easily interpretable topics with Large Language ModelsAug 22, 202312Aug 22, 202312
Maarten GrootendorstinTowards Data ScienceDecoding Auto-GPTThe Mechanics of an Autonomous GPT-4Aug 8, 20231Aug 8, 20231
Maarten GrootendorstinTowards Data ScienceGPT and Human PsychologyAnalogies with Human Thinking and Reasoning.Jun 29, 20235Jun 29, 20235