Exploring Language Models

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A Visual Guide to Quantization
Exploring memory-efficient techniques for LLMs
 • 
Maarten Grootendorst
13

February 2024

A Visual Guide to Mamba and State Space Models
An Alternative to Transformers for Language Modeling
 • 
Maarten Grootendorst
13

December 2023

Book Update #2 - Hands-On Large Language Models
A Christmas update filled with visuals!
 • 
Maarten Grootendorst
6
BERTopic: What Is So Special About v0.16?
Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs
 • 
Maarten Grootendorst
4

November 2023

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

October 2023

Introducing KeyLLM — Keyword Extraction with LLMs
Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords from your data
 • 
Maarten Grootendorst
10

September 2023

3 Ways To Improve Your Large Language Model
Enhancing the power of Llama 2
 • 
Maarten Grootendorst
2

August 2023

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

June 2023

Welcome!
Book Update #1
 • 
Maarten Grootendorst
© 2024 Maarten Grootendorst
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