Exploring Language Models

Exploring Language Models

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A Visual Guide to Mamba and State Space Models
An Alternative to Transformers for Language Modeling
Feb 19, 2024 • 
Maarten Grootendorst
279

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Exploring Language Models
Exploring Language Models
A Visual Guide to Mamba and State Space Models
20
A Visual Guide to Quantization
Exploring memory-efficient techniques for LLMs
Jul 22, 2024 • 
Maarten Grootendorst
376

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Exploring Language Models
Exploring Language Models
A Visual Guide to Quantization
22
A Visual Guide to Reasoning LLMs
Exploring Test-Time Compute Techniques and DeepSeek-R1
Feb 3 • 
Maarten Grootendorst
547

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Exploring Language Models
Exploring Language Models
A Visual Guide to Reasoning LLMs
26
A Visual Guide to LLM Agents
Exploring the main components of Single- and Multi-Agents
Mar 17 • 
Maarten Grootendorst
434

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Exploring Language Models
Exploring Language Models
A Visual Guide to LLM Agents
19
A Visual Guide to Mixture of Experts (MoE)
Demystifying the role of MoE in Large Language Models
Oct 7, 2024 • 
Maarten Grootendorst
344

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Exploring Language Models
Exploring Language Models
A Visual Guide to Mixture of Experts (MoE)
17
Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)
Exploring Pre-Quantized Large Language Models
Nov 13, 2023 • 
Maarten Grootendorst
28

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Exploring Language Models
Exploring Language Models
Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)
3
Book Update #2 - Hands-On Large Language Models
A Christmas update filled with visuals!
Dec 21, 2023 • 
Maarten Grootendorst
35

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Exploring Language Models
Exploring Language Models
Book Update #2 - Hands-On Large Language Models
7
Topic Modeling with Llama 2
Create easily interpretable topics with Large Language Models
Aug 21, 2023 • 
Maarten Grootendorst
19

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Exploring Language Models
Exploring Language Models
Topic Modeling with Llama 2
7
Introducing KeyLLM — Keyword Extraction with LLMs
Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords from your data
Oct 5, 2023 • 
Maarten Grootendorst
25

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Exploring Language Models
Exploring Language Models
Introducing KeyLLM — Keyword Extraction with LLMs
9
3 Ways To Improve Your Large Language Model
Enhancing the power of Llama 2
Sep 11, 2023 • 
Maarten Grootendorst
14

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Exploring Language Models
Exploring Language Models
3 Ways To Improve Your Large Language Model
2
BERTopic: What Is So Special About v0.16?
Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs
Dec 12, 2023 • 
Maarten Grootendorst
8

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Exploring Language Models
Exploring Language Models
BERTopic: What Is So Special About v0.16?
4
Decoding Auto-GPT
The Mechanics of an Autonomous GPT-4
Aug 7, 2023 • 
Maarten Grootendorst
10

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Exploring Language Models
Exploring Language Models
Decoding Auto-GPT
© 2025 Maarten Grootendorst
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