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sohamde authored a paper 15 days ago

Resurrecting Recurrent Neural Networks for Long Sequences

sohamde authored a paper 15 days ago

ConvNets Match Vision Transformers at Scale

sohamde authored a paper 15 days ago

Characterizing signal propagation to close the performance gap in unnormalized ResNets

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Xenova

posted an update 15 days ago

Post

5861

Introducing the ONNX model explorer: Browse, search, and visualize neural networks directly in your browser. 🤯 A great tool for anyone studying Machine Learning! We're also releasing the entire dataset of graphs so you can use them in your own projects! 🤗

Check it out! 👇
Demo: onnx-community/model-explorer
Dataset: onnx-community/model-explorer
Source code: https://github.com/xenova/model-explorer

sohamde

authored 7 papers 15 days ago

Resurrecting Recurrent Neural Networks for Long Sequences

Paper • 2303.06349 • Published Mar 11, 2023 • 1

ConvNets Match Vision Transformers at Scale

Paper • 2310.16764 • Published Oct 25, 2023 • 21

Characterizing signal propagation to close the performance gap in unnormalized ResNets

Paper • 2101.08692 • Published Jan 21, 2021 • 2

High-Performance Large-Scale Image Recognition Without Normalization

Paper • 2102.06171 • Published Feb 11, 2021

On the Universality of Linear Recurrences Followed by Nonlinear Projections

Paper • 2307.11888 • Published Jul 21, 2023 • 1

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Paper • 2402.19427 • Published Feb 29, 2024 • 57

Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 49

Xenova

posted an update 27 days ago

Post

2558

Reasoning models like o3 and o4-mini are advancing faster than ever, but imagine what will be possible when they can run locally in your browser! 🤯

Well, with 🤗 Transformers.js, you can do just that! Here's Zyphra's new ZR1 model running at over 100 tokens/second on WebGPU! ⚡️

Giving models access to browser APIs (like File System, Screen Capture, and more) could unlock an entirely new class of web experiences that are personalized, interactive, and run locally in a secure, sandboxed environment.

For now, try out the demo! 👇
webml-community/Zyphra-ZR1-WebGPU