PinnedKasper Groes Albin LudvigseninTowards Data ScienceEnd-to-End NLP Project with Hugging Face, FastAPI, and DockerThis tutorial explains how to build a containerized sentiment analysis API using Hugging Face, FastAPI and Docker·10 min read·Mar 7, 2024--6--6
PinnedKasper Groes Albin LudvigseninTowards Data ScienceSet up a local LLM on CPU with chat UI in 15 minutesThis blog post shows how to easily run an LLM locally and how to set up a ChatGPT-like GUI in 4 easy steps.5 min read·Feb 6, 2024--8--8
PinnedKasper Groes Albin LudvigseninTowards Data ScienceChatGPT’s energy use per queryHow much electricity does ChatGPT use to answer one question?·8 min read·Aug 6, 2023--2--2
PinnedKasper Groes Albin LudvigseninTowards Data ScienceHow to estimate and reduce the carbon footprint of machine learning modelsTwo ways to easily estimate the carbon footprint of machine learning models and 17 ideas for how you might reduce it22 min read·Dec 1, 2022----
PinnedKasper Groes Albin LudvigseninTowards Data ScienceHow to make a PyTorch Transformer for time series forecastingThis post will show you how to transform a time series Transformer architecture diagram into PyTorch code step by step.·10 min read·May 12, 2022--22--22
Kasper Groes Albin LudvigseninTowards Data ScienceCarbon footprint of LLM fine tuning — a case studyI got surprising results when I measured the carbon emissions from instruction fine tuning an LLM.5 min read·Feb 22, 2024--3--3
Kasper Groes Albin LudvigsenThe Carbon Emissions of Writing and Illustrating Are Lower for AI than for Humans – reviewThis is a discussion of the results of the paper “The carbon emissions of writing and illustrating are lower for AI than for humans”4 min read·Nov 4, 2023----
Kasper Groes Albin LudvigseninTowards Data ScienceIs 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.8 min read·Oct 31, 2023----
Kasper Groes Albin LudvigseninTowards Data ScienceThe carbon footprint of GPT-4Recently leaked data allows us for the first time to estimate the carbon emissions from training OpenAI’s GPT-4.·7 min read·Jul 18, 2023--3--3
Kasper Groes Albin LudvigseninTowards Data ScienceEnvironmental Impact of Ubiquitous Generative AIWhat could happen to our environment if billions of people began to use generative AI technology on a daily basis?·15 min read·Jul 12, 2023--2--2