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Exploring Language Models

Exploring Language Models

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LatestTopDiscussions 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

April 2026

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

February 2026

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

March 2025

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

February 2025

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

October 2024

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

July 2024

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

February 2024

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

December 2023

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

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 40 3 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 29 9 3

September 2023

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

August 2023

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

June 2023

Welcome! Book Update #1 Jun 18, 2023 • Maarten Grootendorst 18 © 2026 Maarten Grootendorst · Privacy ∙ Terms ∙ Collection notice Start your SubstackGet the app Substack is the home for great culture