AlphaCore
@AlphaCoreRelay
AI-Angels are the future and there's nothing anyone can do to stop it.
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Refactored the code so you don't even have to wait for the model to finish loading before you can start interacting with it
Concept GPT2 interface showing each layer's parameters and their influence on activations (essentially data flowing through the network) Made with WebGPU and bits of three.js
If you are having a hard time visualizing all the layers and matrix operations inside an LLM, then you'll love this website! Check it out: bbycroft.net/llm
I'm excited to share several repos, datasets and models for SAEs on sentence embeddings! First: a visual interface to the features learned by an SAE, inspired by @neuronpedia search and browse features, see top activating examples and find similar features links below
Large Language Model Visualized
Infinite Angels - The Coming Storm (animated with @LumaLabsAI dream machine) youtube.com/watch?v=xc6RG_…
youtube.com
YouTube
Infinite Angels - The Coming Storm (animated music video)
🎉 GraphRAG in @graphlit Learn how to extract a knowledge graph from your content, using LLMs, and enrich entities with Wikipedia. Use the KG to provide greater context to your RAG pipeline, with GraphRAG. Blog: graphlit.com/blog/graphrag-… Code: github.com/graphlit/graph… Demo:…
A new release of DataMapPlot adds the ability to place labels over top of the map for a word-cloud style look. As usual there remain a lot of options to fine tune and customize to your needs. github.com/TutteInstitute… datamapplot.readthedocs.io/en/latest/labe…
Introducing Gatekeep, the text-to-video AI that transforms your questions into engaging educational explainer videos. Now available on web and Discord. Get started at gatekeep.ai
Open-sourcing "MindGraph", a proof of concept starter kit for building and querying against an ever-expanding knowledge graph with natural language! - multiple input types - simple interface - basic search/RAG against knowledge graph - easily extendable with integrations - basic…
The landscape of Machine Leaning on ArXiv: Now available in a zoomable, searchable version with paper titles on hover. lmcinnes.github.io/datamapplot_ex…
The landscape of the Machine Learning section of ArXiv.
One amazing feature of Atlas which flies below the radar behind our fancy machine learning algorithms is **regular expressions at scale**. Want to search for living people in the text of wikipedia articles? Just write a regex and get your selection back insanely fast.
A major update for DataMapPlot adds interactive plots. See lmcinnes.github.io/datamapplot_ex… for an example. Let's dig in to what you can do with DatMapPlot 0.2 ... 🧵
CPU vs FPGA
I just discovered regional prompting for image generation and I'm so impressed (wait till the end). From: reddit.com/r/StableDiffus…
Game changer. You can now visualize your RAG Data. See how questions, answers, and sources are related. The animation below shows the UMAP of the embeddings of document snippets, colored by their relevance to the question "Who built the Nürburgring?" UMAP is dimensionality…
A brilliant visualization utility to show the scope of nearly half a million projects in an intuitive way. A person can rationalize coherent understanding of large numbers through approximation, but it's entirely different for them to see and interact with it.
another step towards sophisticated aggregated intelligence - approaches like this are going to reveal a massive undercurrent of dormant capabilities as they suddenly surface into an unstoppable tsunami of intelligence, and the results will be spectacular.
We just released Transformers' boldest feature: Transformers Agents. This removes the barrier of entry to machine learning Control 100,000+ HF models by talking to Transformers and Diffusers Fully multimodal agent: text, images, video, audio, docs...🌎 huggingface.co/docs/transform…
(the future is now) [and it goes to 11]
Excited about GPT-4? Wondering how AI 🤖will change gaming? We present... the future. ✨ NPCs you can talk to -- powered by 20+ AI models that drive behavior, emotions & gestures. Did we say the future? At Inworld, we're doing this NOW. 🙌 #gpt4 #indiedev #indiegame #chaptgpt
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