PinnedMaarten GrootendorstinTowards Data ScienceA Visual Guide to Mamba and State Space ModelsAn alternative to Transformers for language modeling·21 min read·Feb 22, 2024--4--4
PinnedMaarten GrootendorstinTowards Data Science9 Distance Measures in Data ScienceThe advantages and pitfalls of common distance measures·10 min read·Feb 1, 2021--26--26
Maarten GrootendorstinTowards Data ScienceBERTopic: What Is So Special About v0.16?Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs·8 min read·Dec 13, 2023--2--2
Maarten GrootendorstinTowards Data ScienceWhich Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)Exploring Pre-Quantized Large Language Models·11 min read·Nov 14, 2023--9--9
Maarten GrootendorstinTowards Data ScienceIntroducing KeyLLM — Keyword Extraction with LLMsUse KeyLLM, KeyBERT, and Mistral 7B to extract keywords·9 min read·Oct 5, 2023--15--15
Maarten GrootendorstinTowards Data Science3 Easy Methods For Improving Your Large Language ModelEnhancing the power of Llama 2·12 min read·Sep 15, 2023--8--8
Maarten GrootendorstinTowards Data ScienceTopic Modeling with Llama 2Create easily interpretable topics with Large Language Models·12 min read·Aug 22, 2023--11--11
Maarten GrootendorstinTowards Data ScienceDecoding Auto-GPTThe Mechanics of an Autonomous GPT-4·8 min read·Aug 8, 2023--1--1
Maarten GrootendorstinTowards Data ScienceGPT and Human PsychologyAnalogies with Human Thinking and Reasoning.·13 min read·Jun 29, 2023--5--5
Maarten GrootendorstinRAPIDS AIFaster Topic Modeling with BERTopic and RAPIDS cuMLAuthors (alphabetical): Nick Becker (NVIDIA), Dante Gama Dessavre (NVIDIA), Maarten Grootendorst (BERTopic), and Corey Nolet (NVIDIA)7 min read·Jan 19, 2023--2--2