LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub. Read more ›
A walkthrough of the core findings and guided replication of the concepts from the original research on “Multi-level features discovery with Matryoshka Sparse AutoEncoders”.TL;DRSparse AutoEncoders (SAEs) are a cornerstone of mechanistic interpretability, but they struggle with scalability. As we increase the dictionary size to capture more features, we often encounter "feature splitting" and "feature absorption," where general concepts are lost or broken into fragmented, less interpretable c... Read more ›
LadybugDB optimizations targeting the performance bugs found in this research Read more ›
Stop worrying about setting up a PKM system the right way. Stop worrying about atomic notes and "discovering connections". Stop worrying about the software y... Read more ›
when initially everyone had been building a workflow, it used to work well in a contained environment. it was brittle but it did its job when you are writing... Read more ›
About My name is William Parker. I live and work in the Midwest United States. I'm a husband-to-be, cat guy 🐈⬛🐈⬛, Obsidian enthusiast, amateur photog... Read more ›
Press and button and wait. That is what most people do when they encounter a lift, or an elevator if you come from the US. Press the button and when the lift arrives press another button, you are guaranteed to get wherever you are going in a convenient way. Like most people, right? When I moved to a place where I used a lift to get to my floor I started wondering how the algorithms behind the lift work behind the curtains. What does the lift optimize for, the smallest mean or the smallest var... Read more ›
You'd think that given the same bytes of input you'd get the same bytes of output. lol. lmao. No, you don't. It's complicated. Read more ›
Some literate programming on a small crate I've written Read more ›
Only three days after the release of Claude Fable 5, Anthropic was forced by the United States Government to make it unavailable, when a jailbreak was brought to its attention, rather than the previous situation of ‘yes obviously experts can jailbreak anything if they care enough’ and ‘yes obviously you can ask Fable to fix your code.’ Three days was enough time for many of us to learn to love Fable, and for us to dearly miss it now that it is gone. The world was briefly smarter, and now it i... Read more ›
Let me be direct with you. After years working in enterprise AI, the thing I see kill agentic products in production is not the model. It is not the prompt. ... Read more ›
An atlas of the vibrance of the real world Read more ›
A lightweight programming language built with Go. Contribute to confh/Tiny development by creating an account on GitHub. Read more ›
Viral prompt shows that ChatGPT’s content filters don’t work Read more ›