Applied Data Science – Overly ambitious side projects

September 18, 2024November 6, 2024GPT-2, Instruction Tuning, LLM Fine-Tuning, Machine Learning, NLP

Instruction Tuning GPT-2: Fine-Tuning LLMs for Question Answering

This article explores the process of instruction tuning GPT-2, comparing vanilla performance with finetuned models, and detailing approaches to finetuning using supervised conversational data to improve question-answering capabilities.

October 31, 2023November 6, 2024data science, film and television, Technology

The Unique Camera Framing in Friends (1994)

Ever noticed something unusual about the camera framing in “Friends” when watching it in widescreen? Join us as we employ a Convolutional Neural Network to investigate the quirky 16:9 framing of this beloved sitcom, comparing it with native widescreen films.

October 11, 2023November 6, 2024chatGPT, GPT-4, Journalism, Online Communities, Technology

Making news headlines more honest – /r/honestheadlinenews

Explore the journey of combating misleading headlines through an innovative solution – an active news aggregator. By employing GPT-4, /r/honestheadlinenews aims to replace sensationalist headlines with unbiased, informative ones, providing a refreshing news reading experience devoid of clickbait frustration.

October 7, 2023November 3, 2024chatGPT, tools

ChatGPT custom instructions / system prompt for blogpost writing

Explore the capabilities of ChatGPT in crafting exceptional blog content with customized instructions and system prompts.

September 25, 2023November 6, 2024chatGPT, tools

ChatGPT custom instructions / system prompt for scientific writing

Instructions to fine-tune ChatGPT’s responses for academic and scientific purposes, ensuring concise, objective, and non-flowery language.

June 20, 2023November 5, 2024data analysis, film and television, visualization

Exploring IMDb: How Actors Are Connected in the Movie World

In this data-driven exploration, we analyze the intricate network of the top 100 actors based on 2021 box office revenues using the Internet Movie Database (IMDb). We create an unweighted graph to visualize this network, uncovering fascinating clusters of actors who frequently collaborate. Discover how franchises like Marvel, Star Wars, and Fast & Furious shape these connections, and see who stands as the most well-connected actor.

March 12, 2023November 5, 2024datasets

Ethereum-etl data download

Download block and transaction data from the ethereum blockchain for data analysis

December 27, 2022November 5, 2024politics, visualization

Fraenk mining

Earlier this day, a list of what looks to be the first wave of reservists drafted into Russiars War against Ukraine was leaked to the public. I was interested in how the age distribution among the drafted ones would look like so I quickly drafted a histogram

September 22, 2022November 5, 2024politics, visualization

The age of the presumed first wave of Putin’s draft visualized

August 21, 2022November 6, 2024default

Hello World!

This is a hello world post