Exploring Language Models

A Visual Guide to LLM Agents

Exploring the main components of Single- and Multi-Agents

Mar 17 • 

Maarten Grootendorst

480

20

February 2025

A Visual Guide to Reasoning LLMs

Exploring Test-Time Compute Techniques and DeepSeek-R1

Feb 3 • 

Maarten Grootendorst

578

26

October 2024

A Visual Guide to Mixture of Experts (MoE)

Demystifying the role of MoE in Large Language Models

Oct 7, 2024 • 

Maarten Grootendorst

388

18

July 2024

A Visual Guide to Quantization

Exploring memory-efficient techniques for LLMs

Jul 22, 2024 • 

Maarten Grootendorst

458

23

February 2024

A Visual Guide to Mamba and State Space Models

An Alternative to Transformers for Language Modeling

Feb 19, 2024 • 

Maarten Grootendorst

305

21

December 2023

Book Update #2 - Hands-On Large Language Models

A Christmas update filled with visuals!

Dec 21, 2023 • 

Maarten Grootendorst

36

7

BERTopic: What Is So Special About v0.16?

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

Dec 12, 2023 • 

Maarten Grootendorst

9

4

November 2023

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

Exploring Pre-Quantized Large Language Models

Nov 13, 2023 • 

Maarten Grootendorst

33

3

October 2023

Introducing KeyLLM — Keyword Extraction with LLMs

Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords from your data

Oct 5, 2023 • 

Maarten Grootendorst

25

9

September 2023

3 Ways To Improve Your Large Language Model

Enhancing the power of Llama 2

Sep 11, 2023 • 

Maarten Grootendorst

16

2

August 2023

Topic Modeling with Llama 2

Create easily interpretable topics with Large Language Models

Aug 21, 2023 • 

Maarten Grootendorst

19

7

Decoding Auto-GPT

The Mechanics of an Autonomous GPT-4

Aug 7, 2023 • 

Maarten Grootendorst

10