rom1504

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Romain Beaumont rom1504

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Interested in machine learning (computer vision, natural language processing, deep learning), node.js (network, bots, web), and programming in general

2k followers · 46 following

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rom1504/README.md

👋

Hi, I'm Romain Beaumont aka rom1504. I build and deploy ML infra to solve important problems.

Recent work:

LLMs at YouTube
KNNs at Criteo
Laion5B and OpenClip in open source ML
Mineflayer and PrismarineJS in open source javascript

🗒 Blog posts

Semantic search at billions scale
Semantic search with embeddings: index anything - Building scalable semantic retrieval from image, text, graph, and interaction data
Image embeddings - Image similarity and building embeddings with modern computer vision
Learning computer vision - A short introduction to computer vision

Blog posts with laion

Selection of papers

🔗 Links

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PrismarineJS/mineflayer PrismarineJS/mineflayer Public

Create Minecraft bots with a powerful, stable, and high level JavaScript API.

JavaScript 4.8k 881
PrismarineJS/node-minecraft-protocol PrismarineJS/node-minecraft-protocol Public

Parse and serialize minecraft packets, plus authentication and encryption.

JavaScript 1.2k 242
PrismarineJS/minecraft-data PrismarineJS/minecraft-data Public

Language independent module providing minecraft data for minecraft clients, servers and libraries.

JavaScript 627 217
img2dataset img2dataset Public

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

Python 3.5k 326
clip-retrieval clip-retrieval Public

Easily compute clip embeddings and build a clip retrieval system with them

Jupyter Notebook 2.3k 206
image_embeddings image_embeddings Public

Using efficientnet to provide embeddings for retrieval

Jupyter Notebook 144 32