Published on: 2025-06-14 18:16:54
In our recent interpretability research, we introduced a new method to trace the thoughts of a large language model. Today, we’re open-sourcing the method so that anyone can build on our research. Our approach is to generate attribution graphs, which (partially) reveal the steps a model took internally to decide on a particular output. The open-source library we’re releasing supports the generation of attribution graphs on popular open-weights models—and a frontend hosted by Neuronpedia lets yo
Keywords: attribution graphs neuronpedia open research
Find related items on AmazonPublished on: 2025-06-16 07:23:11
typed-ffmpeg offers a modern, Pythonic interface to FFmpeg, providing extensive support for complex filters with detailed typing and documentation. Inspired by ffmpeg-python , this package enhances functionality by addressing common limitations, such as lack of IDE integration and comprehensive typing, while also introducing new features like JSON serialization of filter graphs and automatic FFmpeg validation. Table of Contents Features Zero Dependencies: Built purely with the Python standard
Keywords: ffmpeg filter graphs input support
Find related items on AmazonPublished on: 2025-07-27 02:32:21
Last summer, in Greensboro, North Carolina, at a retrospective exhibition of my work, a photographer introduced himself and asked a question no one had ever asked me. I assumed he was a photographer because he carried a camera bag, its pockets bulging with lenses. I thought he might ask if I preferred using a digital or a film camera, or if I preferred color to black-and-white film. But no, his question was different. He said he’d noticed that out of a hundred plus photographs in the exhibit, on
Keywords: camera chapel photograph photographs room
Find related items on AmazonPublished on: 2025-07-26 10:30:42
AI Flame Graphs are now open source and include Intel Battlemage GPU support, which means it can also generate full-stack GPU flame graphs for providing new insights into gaming performance, especially when coupled with FlameScope (an older open source project of mine). Here's an example of GZDoom, and I'll start with flame scopes for both CPU and GPU utilization, with details annotated: (Here are the raw CPU and GPU versions.) FlameScope shows a subsecond-offset heatmap of profile samples, whe
Keywords: cpu flame gpu graphs intel
Find related items on AmazonPublished on: 2025-08-13 15:00:20
Introduction A scientific knowledge graph is a representative domain knowledge graph that focuses on scientific knowledge, takes scholars, periodicals, etc., as resources, and models their entities, attributes, and relations. Scientific knowledge graphs support applications such as technical insight, scholar profiles, and correlation mining of scientific knowledge. However, the normalization of the construction and utilization of scientific knowledge graph has not been perfect. To this end, thi
Keywords: graph graphs guide knowledge scientific
Find related items on AmazonPublished on: 2025-08-18 17:48:40
It started with a bet. In the late 1980s, at a conference in Lausanne, the mathematicians Noga Alon and Peter Sarnak got into a friendly debate. Both were studying collections of nodes and edges called graphs. In particular, they wanted to better understand a paradoxical type of graph, called an expander, that has relatively few edges but is still highly interconnected. At issue were the very best expanders: those that are as connected as they can be. Sarnak proposed that such graphs are rare;
Keywords: connected edges expander graph graphs
Find related items on AmazonPublished on: 2025-09-05 04:34:27
Austen Austen is an AI-powered Angular application initialized with Analogjs to generate story relationships between book characters using Mermaidjs diagrams. Features 📚 Search and analyze any book from Open Library 🤖 AI-powered character relationship analysis 📊 Generate Mermaid diagrams 💾 Save, download (SVG, PNG) and manage your generated graphs 🌐 Share graphs publicly or keep them private 🔍 Discover public graphs generated by other users Example Graph A character relationship graph
Keywords: austen friends graphs jane text
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