Kasper Groes Albin Ludvigsen – Medium

Kasper Groes Albin Ludvigsen

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Kasper Groes Albin Ludvigsen
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Towards Data Science

End-to-End NLP Project with Hugging Face, FastAPI, and Docker

This tutorial explains how to build a containerized sentiment analysis API using Hugging Face, FastAPI and Docker

Mar 7

End-to-End NLP Project with Hugging Face, FastAPI, and Docker

Mar 7

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Kasper Groes Albin Ludvigsen
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Towards Data Science

Set up a local LLM on CPU with chat UI in 15 minutes

This blog post shows how to easily run an LLM locally and how to set up a ChatGPT-like GUI in 4 easy steps.

Feb 6

Set up a local LLM on CPU with chat UI in 15 minutes

Feb 6

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Kasper Groes Albin Ludvigsen
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Towards Data Science

ChatGPT’s energy use per query

How much electricity does ChatGPT use to answer one question?

Aug 6, 2023

ChatGPT’s energy use per query

Aug 6, 2023

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Kasper Groes Albin Ludvigsen
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Towards Data Science

How to estimate and reduce the carbon footprint of machine learning models

Two ways to easily estimate the carbon footprint of machine learning models and 17 ideas for how you might reduce it

Dec 1, 2022

How to estimate and reduce the carbon footprint of machine learning models

Dec 1, 2022

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Kasper Groes Albin Ludvigsen
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Towards Data Science

How to make a PyTorch Transformer for time series forecasting

This post will show you how to transform a time series Transformer architecture diagram into PyTorch code step by step.

May 12, 2022

A transformer station

May 12, 2022

Kasper Groes Albin Ludvigsen
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Towards Data Science

Carbon footprint of LLM fine tuning — a case study

I got surprising results when I measured the carbon emissions from instruction fine tuning an LLM.

Feb 22

Carbon footprint of LLM fine tuning — a case study

Feb 22

Kasper Groes Albin Ludvigsen

The Carbon Emissions of Writing and Illustrating Are Lower for AI than for Humans – review

This is a discussion of the results of the paper “The carbon emissions of writing and illustrating are lower for AI than for humans”

Nov 4, 2023

The Carbon Emissions of Writing and Illustrating Are Lower for AI than for Humans – review

Nov 4, 2023

Kasper Groes Albin Ludvigsen
in
Towards Data Science

Is Generative AI Worth Its Environmental Footprint?

Generative AI might have a noticeable environmental footprint, and this story discusses what we may stand to gain in return.

Oct 31, 2023

Is Generative AI Worth Its Environmental Footprint?

Oct 31, 2023

Kasper Groes Albin Ludvigsen
in
Towards Data Science

The carbon footprint of GPT-4

Recently leaked data allows us for the first time to estimate the carbon emissions from training OpenAI’s GPT-4.

Jul 18, 2023

The carbon footprint of GPT-4

Jul 18, 2023

Kasper Groes Albin Ludvigsen
in
Towards Data Science

Environmental Impact of Ubiquitous Generative AI

What could happen to our environment if billions of people began to use generative AI technology on a daily basis?

Jul 12, 2023

Environmental Impact of Ubiquitous Generative AI

Jul 12, 2023

Kasper Groes Albin Ludvigsen

Kasper Groes Albin Ludvigsen

I write about LLMs, time series forecasting, sustainable data science and green software engineering

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