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A Visual Guide to DiffusionGemma
Going beyond autoregression.
Jun 10 • Maarten Grootendorst
101
5
6
A Visual Guide to Gemma 4 12B
A unified, encoder-free multimodal model!
Jun 3 • Maarten Grootendorst
185
13
15

A Visual Guide to Gemma 4
A great start to a new job ;)
Apr 3 • Maarten Grootendorst
441
33
72

The Story Behind the "RAG Pack"
It all started with a course...
Feb 12 • Maarten Grootendorst
37
4
1

A Visual Guide to LLM Agents
Exploring the main components of Single- and Multi-Agents
Mar 17, 2025 • Maarten Grootendorst
609
23
71

A Visual Guide to Reasoning LLMs
Exploring Test-Time Compute Techniques and DeepSeek-R1
Feb 3, 2025 • Maarten Grootendorst
642
28
68

A Visual Guide to Mixture of Experts (MoE)
Demystifying the role of MoE in Large Language Models
Oct 7, 2024 • Maarten Grootendorst
451
22
46

A Visual Guide to Quantization
Demystifying the Compression of Large Language Models
Jul 22, 2024 • Maarten Grootendorst
546
26
47

A Visual Guide to Mamba and State Space Models
An Alternative to Transformers for Language Modeling
Feb 19, 2024 • Maarten Grootendorst
382
25
35

Book Update #2 - Hands-On Large Language Models
A Christmas Update!
Dec 21, 2023 • Maarten Grootendorst
43
7
1
BERTopic: What Is So Special About v0.16?
Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs
Dec 12, 2023 • Maarten Grootendorst
11
4
3

Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)
Exploring Pre-Quantized Large Language Models
Nov 13, 2023 • Maarten Grootendorst
40
3
3

Introducing KeyLLM — Keyword Extraction with LLMs
Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords from your data
Oct 5, 2023 • Maarten Grootendorst
29
9
3

3 Ways To Improve Your Large Language Model
Enhancing the power of Llama 2
Sep 11, 2023 • Maarten Grootendorst
18
2
1

Topic Modeling with Llama 2
Create easily interpretable topics with Large Language Models
Aug 21, 2023 • Maarten Grootendorst
24
7
2
Decoding Auto-GPT
The Mechanics of an Autonomous GPT-4
Aug 7, 2023 • Maarten Grootendorst
11
2

Welcome!
Book Update #1
Jun 18, 2023 • Maarten Grootendorst
18
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