Notes 202418

sandy beaches © Juan B. Rodriguez


Open-Sora: Democratizing Efficient Video Production for All

Umbrel - Personal home cloud and OS for self-hosting

Store your files, run your own VPN, download and stream media …

What can LLMs never do? - by Rohit Krishnan

This one is surprising. LLMs can’t do wordle. Or sudoku, or wordgrids, the simplest form of crosswords …

Happy New Year: GPT in 500 lines of SQL

Encouraged by this optimistic forecast, today we will implement a large language model in SQL …

GPT in 60 Lines of NumPy

In this post, we’ll implement a GPT from scratch in just 60 lines of numpy

AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI

A web interface for Stable Diffusion, implemented using Gradio library.


Sonic is a Go library for network and I/O programming that provides developers with a consistent asynchronous model, with a focus on achieving the lowest possible latency and jitter in Go …

Electronic Plastic

a museum of handheld and tabletop games from the 1970s and 1980s

Scaling hierarchical agglomerative clustering to trillion-edge graphs

We describe a series of our recent works on building more scalable graph clustering, culminating in our …

LLMs Can’t Do Probability - Brainsteam

The thing that bothered me is that transformer-based LLMs don’t know how to interpret requests for certain probabilities of outcomes …

Thoughts on Zig

For someone like me coming mostly from Rust, Go and TypeScript, this is different—and different is interesting …


Fast image loading for React Native backed by performant native libraries …

Tags · llama3-gradient

This model extends LLama-3 8B’s context length from 8k to over 1m tokens …

Self-hosting Llama 3 on a home server - Brainsteam

Self-hosting Llama 3 as your own ChatGPT replacement service …

If you need the money, don’t take the job

Some of the biggest challenges for the newly independent developer or creator, indeed, revolve around money: how to get people to give it to you, how much to ask for, and how to be worth_what you’re asking

A cautionary tale about the NFT era companies

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