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A Visual Guide to LLM Agents
Exploring the main components of Single- and Multi-Agents
Mar 17
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Maarten Grootendorst
470
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February 2025
A Visual Guide to Reasoning LLMs
Exploring Test-Time Compute Techniques and DeepSeek-R1
Feb 3
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Maarten Grootendorst
575
26
October 2024
A Visual Guide to Mixture of Experts (MoE)
Demystifying the role of MoE in Large Language Models
Oct 7, 2024
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Maarten Grootendorst
376
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July 2024
A Visual Guide to Quantization
Exploring memory-efficient techniques for LLMs
Jul 22, 2024
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Maarten Grootendorst
446
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February 2024
A Visual Guide to Mamba and State Space Models
An Alternative to Transformers for Language Modeling
Feb 19, 2024
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Maarten Grootendorst
303
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December 2023
Book Update #2 - Hands-On Large Language Models
A Christmas update filled with visuals!
Dec 21, 2023
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Maarten Grootendorst
36
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BERTopic: What Is So Special About v0.16?
Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs
Dec 12, 2023
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Maarten Grootendorst
9
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November 2023
Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)
Exploring Pre-Quantized Large Language Models
Nov 13, 2023
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Maarten Grootendorst
32
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October 2023
Introducing KeyLLM — Keyword Extraction with LLMs
Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords from your data
Oct 5, 2023
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Maarten Grootendorst
25
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September 2023
3 Ways To Improve Your Large Language Model
Enhancing the power of Llama 2
Sep 11, 2023
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Maarten Grootendorst
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August 2023
Topic Modeling with Llama 2
Create easily interpretable topics with Large Language Models
Aug 21, 2023
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Maarten Grootendorst
19
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Decoding Auto-GPT
The Mechanics of an Autonomous GPT-4
Aug 7, 2023
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Maarten Grootendorst
10
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