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Domain: www.gilesthomas.com Added: 2025-11-08 Status: βœ“ Success
www.gilesthomas.com
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 Language Model (from Scratch)". Understanding cros...
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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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πŸ” 70.4% similar
Fine-tune your own Llama 2 to replace GPT-3.5/4
https://news.ycombinator.com/item?id=37484135
There has been a lot of interest on HN in fine-tuning open-source LLMs recently (eg. Anyscale's post at https://news.ycombinator.com/item?id=37090632)...
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πŸ” 69.0% similar
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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πŸ” 68.9% similar
GPT-5: Key characteristics, pricing and system card
https://simonwillison.net/2025/Aug/7/gpt-5/
GPT-5: Key characteristics, pricing and model card 7th August 2025 I’ve had preview access to the new GPT-5 model family for the past two weeks (see r...
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πŸ” 68.8% similar
Error extracting title
https://simonwillison.net/2024/Dec/31/llms-in-2024/
Things we learned about LLMs in 2024 31st December 2024 A lot has happened in the world of Large Language Models over the course of 2024. Here’s a rev...
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πŸ” 68.6% similar
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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πŸ” 68.0% similar
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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πŸ” 67.2% similar
The Bitter Lesson is Misunderstood
https://obviouslywrong.substack.com/p/the-bitter-lesson-is-misunderstood
The Bitter Lesson is Misunderstood Together, the Bitter Lesson and Scaling Laws reveal that the god of Compute we worship is yoked to an even greater ...
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2 Years of ML vs. 1 Month of Prompting
https://www.levs.fyi/blog/2-years-of-ml-vs-1-month-of-prompting/
2 Years of ML vs. 1 Month of Prompting November 7, 2025 Recalls at major automakers cost hundreds of millions of dollars a year. It’s a huge issue. To...
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Deep Neural Nets: 33 years ago and 33 years from now
http://karpathy.github.io/2022/03/14/lecun1989/
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...
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