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A Visual Guide to Quantization
Exploring memory-efficient techniques for LLMs
Jul 22
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Maarten Grootendorst
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A Visual Guide to Quantization
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February 2024
A Visual Guide to Mamba and State Space Models
An Alternative to Transformers for Language Modeling
Feb 19
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Maarten Grootendorst
158
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A Visual Guide to Mamba and State Space Models
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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
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Book Update #2 - Hands-On Large Language Models
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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
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BERTopic: What Is So Special About v0.16?
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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
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Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ)
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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
22
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Introducing KeyLLM — Keyword Extraction with LLMs
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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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3 Ways To Improve Your Large Language Model
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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
18
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Topic Modeling with Llama 2
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Decoding Auto-GPT
The Mechanics of an Autonomous GPT-4
Aug 7, 2023
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Maarten Grootendorst
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Decoding Auto-GPT
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June 2023
Welcome!
Book Update #1
Jun 18, 2023
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Maarten Grootendorst
15
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Welcome!
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