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Maarten Grootendorst

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Maarten Grootendorst
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Towards Data Science

A Visual Guide to Mamba and State Space Models

An alternative to Transformers for language modeling

21 min readFeb 22, 2024

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A Visual Guide to Mamba and State Space Models

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Pinned

Maarten Grootendorst
in
Towards Data Science

9 Distance Measures in Data Science

The advantages and pitfalls of common distance measures

10 min readFeb 1, 2021

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9 Distance Measures in Data Science

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Maarten Grootendorst
in
Towards Data Science

BERTopic: What Is So Special About v0.16?

Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs

8 min readDec 13, 2023

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BERTopic: What Is So Special About v0.16?

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Maarten Grootendorst
in
Towards Data Science

Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)

Exploring Pre-Quantized Large Language Models

11 min readNov 14, 2023

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Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)

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Maarten Grootendorst
in
Towards Data Science

Introducing KeyLLM — Keyword Extraction with LLMs

Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords

9 min readOct 5, 2023

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Introducing KeyLLM — Keyword Extraction with LLMs

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Maarten Grootendorst
in
Towards Data Science

3 Easy Methods For Improving Your Large Language Model

Enhancing the power of Llama 2

12 min readSep 15, 2023

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3 Easy Methods For Improving Your Large Language Model

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Maarten Grootendorst
in
Towards Data Science

Topic Modeling with Llama 2

Create easily interpretable topics with Large Language Models

12 min readAug 22, 2023

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Topic Modeling with Llama 2

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Maarten Grootendorst
in
Towards Data Science

Decoding Auto-GPT

The Mechanics of an Autonomous GPT-4

8 min readAug 8, 2023

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Decoding Auto-GPT

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Maarten Grootendorst
in
Towards Data Science

GPT and Human Psychology

Analogies with Human Thinking and Reasoning.

13 min readJun 29, 2023

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GPT and Human Psychology

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Maarten Grootendorst
in
RAPIDS AI

Faster Topic Modeling with BERTopic and RAPIDS cuML

Authors (alphabetical): Nick Becker (NVIDIA), Dante Gama Dessavre (NVIDIA), Maarten Grootendorst (BERTopic), and Corey Nolet (NVIDIA)

7 min readJan 19, 2023

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Faster Topic Modeling with BERTopic and RAPIDS cuML

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Maarten Grootendorst

Maarten Grootendorst

Data Scientist | Psychologist. Passionate about anything AI-related! Get in touch: www.linkedin.com/in/mgrootendorst/

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