Archive - Exploring Language Models

A Visual Guide to LLM Agents

Exploring the main components of Single- and Multi-Agents

Mar 17 •

Maarten Grootendorst

February 2025

A Visual Guide to Reasoning LLMs

Exploring Test-Time Compute Techniques and DeepSeek-R1

Feb 3 •

Maarten Grootendorst

October 2024

A Visual Guide to Mixture of Experts (MoE)

Demystifying the role of MoE in Large Language Models

Oct 7, 2024 •

Maarten Grootendorst

July 2024

A Visual Guide to Quantization

Exploring memory-efficient techniques for LLMs

Jul 22, 2024 •

Maarten Grootendorst

February 2024

A Visual Guide to Mamba and State Space Models

An Alternative to Transformers for Language Modeling

Feb 19, 2024 •

Maarten Grootendorst

December 2023

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

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

September 2023

3 Ways To Improve Your Large Language Model

Enhancing the power of Llama 2

Sep 11, 2023 •

Maarten Grootendorst

August 2023

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