
David Gilbertson
@D__Gilbertson
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25 ways to use AI in your app (and no hype)
itnext.io
This is a post about using a new type of software in your application. You’ve heard of it — it’s called AI.
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Text classification with vector embeddings — and no ML model
link.medium.com
In this post I’ll show you how to classify text without training a machine learning model, using the information contained in embedding…
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I just published LLM Output Formats: Why JSON Costs More Than TSV
link.medium.com
When prompting an LLM to return structured data, your choice of format can make a big difference. This post compares six formats…
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Why LLM watermarking will never work
link.medium.com
Have you heard the claim that “watermarking can help identify text generated by an LLM”? Or that “watermarking can help reduce harms like…
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I just published ChatGPT with confidence scores . And you can check out the chat interface here:
gptconfidence.streamlit.app
Just messing around with a custom interface to show token confidence
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I just published: Integrating AI into Windows (a low-tech approach with AutoHotKey)
link.medium.com
Wouldn’t it be nice if you could press a shortcut and ask ChatGPT about something you see on your screen? Or select a bit of text in any…
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If you read LLM responses in the terminal a lot, here's a Python function that converts markdown *italics* and **bold** into Unicode 𝑖𝑡𝑎𝑙𝑖𝑐𝑠 and 𝗯𝗼𝗹𝗱, and handles lists and headings. Not perfect, but makes responses a bit easier to read.
gist.github.com
Convert markdown text to unicode characters where possible - markdown_to_unicode.py
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I just published: Ensuring Fair Compensation for Content Creators in the Age of AI Chatbots
link.medium.com
Much of the content on the internet is created by humans, and these content-creating humans need food to operate. Food costs money, and…
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I just published The three types of time
link.medium.com
Handling dates and times in code can be tricky. Understanding that there are three types of time — and knowing which one you’re dealing…
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Question for Python-using Data Scientists: where do you write your code (mostly)?.#DataScience #MachineLearning.
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I just published 87 lesser-known Python features #Python #pythonprogramming.
link.medium.com
This post is for people who use Python daily, but have never actually sat down and read through all the documentation.
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I just published Team GPT: simulating multi-agent collaboration with role-playing prompts
link.medium.com
Have you ever been in a great meeting? The right people with a diverse set of skills, knowledge, and perspectives, where all the inputs are…
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I just published A keyframe-style learning rate scheduler for PyTorch
link.medium.com
When it comes to defining learning rate schedules in PyTorch, you have plenty of options. 15 different scheduler classes, to be exact.
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I just published The mean misleads: why the minimum is the true measure of a function’s run time
link.medium.com
Imagine: you’ve got a function and you’d like to know how long it takes to run, on average. So you run the function a few times, measuring…
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I just published 2D Tokenization for Large Language Models
link.medium.com
This article is about how we process text before passing it to large language models, the problems with this approach, and an alternative…
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