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Name: Pavan Katta
Type: User
Location: San Francisco
Blog: pavankatta.com
Name: Pavan Katta
Type: User
Location: San Francisco
Blog: pavankatta.com
Sparse Autoencoders for extracting new superhuman concepts from AlphaZero and Pluribus
Extracting concepts from AlphaZero using Sparse Autoencoders
A simple, pure Python implementation of the original attention mechanism with no PyTorch or NumPy dependencies
Controlling LLM outputs by activating/suppressing feature vectors
Extract concepts from superhuman game playing AIs using SAE
My Working codebase for exploratory Interpretability work and replicating important papers in the field
Examples in the MLX framework
Exploring the sudden incoherence of language models at higher sampling temperatures
Interpreting the ultra-low density cluster in sparse autoencoders from Anthropic's Towards Monosemanticity paper
Interpretability of 2*2*2 layer model calculating the number of non zero entries in the input
A library for mechanistic interpretability of GPT-style language models
A simple Transformer trained on Tinystories Dataset for 5min on M1 Air that can produce coherant looking language
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.