Taming LLMs – A Practical Guide to LLM Pitfalls with Open Source Software(souzatharsis.com)

158 points by sebg 1 year ago | 26 comments

Implementing a ChatGPT-like LLM from scratch, step by step(github.com)

600 points by rasbt 2 years ago | 83 comments

GitHub repository by Sebastian Raschka with code for building a ChatGPT-like LLM from scratch in PyTorch, accompanying a Manning book.

MLX: NumPy like framework for Apple Silicon by Apple(ml-explore.github.io)

131 points by dagmx 2 years ago | 12 comments

Show HN: B-IR – An LLM-optimized programming language(github.com)

55 points by ImJasonH 9 months ago | 37 comments

I built a large language model "from scratch"(brettgfitzgerald.com)

66 points by controversy187 1 year ago | 4 comments

Show HN: A Fast HTTP Request CLI Powered by HTTL(httl.dev)

39 points by emykhailenko 1 year ago | 11 comments

Show HN: Building a web search engine from scratch with 3B neural embeddings(blog.wilsonl.in)

578 points by wilsonzlin 1 year ago | 97 comments

Wilson Lin's blog post describing how he built a web search engine from scratch in two months using 3 billion neural embeddings.

Train Your Own LLM from Scratch(github.com)

376 points by kristianpaul 5 months ago | 43 comments

GitHub repository by angelos-p providing code and docs for training your own large language model from scratch.

Training LLMs from ground zero as a startup(yitay.net)

360 points by swyx 2 years ago | 92 comments

Yi Tay's blog post on the experience of training large language models from scratch at a startup (Reka), covering compute, infrastructure, and lessons learned.

Show HN: Building a web server in assembly to give my life (a lack of) meaning(github.com)

382 points by imtomt 5 months ago | 205 comments

GitHub project ymawky, a static HTTP file server for macOS written entirely in ARM64 assembly using raw Darwin syscalls without libc.

LLM Visualization(bbycroft.net)

910 points by jonbaer 2 years ago | 1 comments

An interactive 3D walkthrough visualizing how a GPT-style large language model works, step by step, using nano-gpt, GPT-2, and GPT-3 examples.

Show HN: Building a Markdown editor for Mac, iOS and web(markdown.beauty)

55 points by thiagoperes 29 days ago | 39 comments

Landing page for Beauty, a local Markdown editor for Mac, iOS and web with in-place rendering; the capture shows a Vercel security checkpoint instead.