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Domain: karpathy.github.io Added: 2025-09-01 Status: βœ“ Success
karpathy.github.io
Deep Neural Nets: 33 years ago and 33 years from now The Yann LeCun et al. (1989) paper Backpropagation Applied to Handwritten Zip Code Recognition is I believe of some historical significance because...
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The Principles of Deep Learning Theory (arxiv.org)
https://news.ycombinator.com/item?id=31051540
First, thanks to the publisher and authors for making this freely available! I retired recently after using neural networks since the 1980s. I still s...
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A Recipe for Training Neural Networks
http://karpathy.github.io/2019/04/25/recipe/
A Recipe for Training Neural Networks Some few weeks ago I posted a tweet on β€œthe most common neural net mistakes”, listing a few common gotchas relat...
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A Refined Training Recipe for Fine-Grained Visual Classification
https://towardsdatascience.com/a-refined-training-recipe-for-fine-grained-visual-classification/
1. The problem: We needed a system that could identify specific car models, not just β€œthis is a BMW,” but which BMW model and year. And it needed to r...
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A Peek at Trends in Machine Learning
https://karpathy.medium.com/a-peek-at-trends-in-machine-learning-ab8a1085a106?source=rss-ac9d9a35533e------2
A Peek at Trends in Machine Learning Have you looked at Google Trends? It’s pretty cool β€” you enter some keywords and see how Google Searches of that ...
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Writing an LLM from scratch, part 22 -- finally training our LLM!
https://www.gilesthomas.com/2025/10/llm-from-scratch-22-finally-training-our-llm
Writing an LLM from scratch, part 22 -- finally training our LLM! This post wraps up my notes on chapter 5 of Sebastian Raschka's book "Build a Large ...
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Stretch iPhone to its Limit, a 2GiB Model that can Draw Everything in Your Pocket
https://liuliu.me/eyes/stretch-iphone-to-its-limit-a-2gib-model-that-can-draw-everything-in-your-pocket/
Every year, we have a new iPhone that claims to be faster and better in every way. And yes, these new computer vision models and new image sensors can...
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My Python code is a neural network (gabornyeki.com)
https://news.ycombinator.com/item?id=40845304
This article doesn't talk much about testing or getting training data. It seems like that part is key. For code that you think you understand, it's be...
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Software 2.0
https://karpathy.medium.com/software-2-0-a64152b37c35?source=rss-ac9d9a35533e------2
Software 2.0 I sometimes see people refer to neural networks as just β€œanother tool in your machine learning toolbox”. They have some pros and cons, th...
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TimesFM: Time Series Foundation Model for time-series forecasting (github.com/google-research)
https://news.ycombinator.com/item?id=40297946
I'm curious why we seem convinced that this is a task that is possible or something worthy of investigation. I've worked on language models since 2018...
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Extract-0: A specialized language model for document information extraction
https://news.ycombinator.com/item?id=45427634
> the generation of 281,128 augmented examples, from which 1,000 were held out as a benchmark test set. This model is trained on a custom dataset of 2...
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