Dorian Drost – Medium

Dorian Drost

Published in
Towards Data Science

Bringing Structure to Your Data

Testing assumptions with path models

Oct 14

Bringing Structure to Your Data

Oct 14

Published in
Towards Data Science

Take a Look Under the hood

Using Monosemanticity to understand the concepts a Large Language Model learned

Jun 13

Take a Look Under the hood

Jun 13

Published in
Towards Data Science

An Overview of the LoRA Family

LoRA, DoRA, AdaLoRA, Delta-LoRA, and more variants of low-rank adaptation.

Mar 10

An Overview of the LoRA Family

Mar 10

Published in
Towards Data Science

The German Tank Problem

Estimating your chances of winning the lottery with sampling

Mar 6

The German Tank Problem

Mar 6

Published in
Towards Data Science

How Nightshade Works

Confusing image-generating AI with poisoned data

Nov 3, 2023

How Nightshade Works

Nov 3, 2023

Published in
Towards Data Science

The Capture-ReCapture Method

Estimating a population size without counting it

Sep 13, 2023

The Capture-ReCapture Method

Sep 13, 2023

Published in
Towards Data Science

Multilevel Regression Models and Simpson’s paradox

Avoiding false conclusions with the proper tooling

Aug 8, 2023

Multilevel Regression Models and Simpson’s paradox

Aug 8, 2023

Published in
Towards Data Science

Different ways of training LLMs

And why prompting is none of them

Jul 21, 2023

Different ways of training LLMs

Jul 21, 2023

Published in
Towards Data Science

Code understanding on your own hardware

Setting up an LLM to talk about your code — with LangChain and local hardware

Jul 5, 2023

Code understanding on your own hardware

Jul 5, 2023

Published in
Towards Data Science

Interacting with large language models

Enriching prompts to steer the model — explained for non-experts

May 24, 2023

Interacting with large language models

May 24, 2023

Dorian Drost

Dorian Drost

Data Psychologist with an affection towards machine learning and statistics . Studied in the second ugliest university in germany.

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