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

1.6k followers · 42 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

Pinned

PrismarineJS/mineflayer Public

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

JavaScript 4k 766
PrismarineJS/node-minecraft-protocol Public

Parse and serialize minecraft packets, plus authentication and encryption.

JavaScript 1.1k 222
PrismarineJS/minecraft-data Public

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

JavaScript 517 195
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 2.5k 239
clip-retrieval Public

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

Jupyter Notebook 1.5k 152
image_embeddings Public

Using efficientnet to provide embeddings for retrieval

Jupyter Notebook 119 28

1,152 contributions in the last year

Contribution Graph
	Jul		Aug				Sep				Oct					Nov				Dec				Jan					Feb				Mar				Apr					May				Jun				Jul
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Learn how we count contributions

Activity overview

Contributed to mlfoundations/open_clip, rom1504/cc2dataset, LAION-AI/CLIP_benchmark and 111 other repositories

Contribution activity

July 2023

Created 34 commits in 30 repositories

Created 1 repository

rom1504/distributed-shuffle Python Jul 23

Created a pull request in PrismarineJS/prismarine-packet-dumper that received 1 comment

Add command gh workflow allowing to use release command in comments

command workflow

+22 −0 • 1 comment

Opened 28 other pull requests in 28 repositories

PrismarineJS/prismarine-world 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-windows 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-viewer 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-template 1 open

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-recipe 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-proxy 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-provider-anvil 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-physics 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-nbt 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-gameplay 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-entity 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-chunk 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-chat 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-block 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-biome 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/node-yggdrasil 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/node-vec3 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/node-minecraft-wrap 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/node-minecraft-protocol 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/mineflayer 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/minecraft-wiki-extractor 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/minecraft-jar-extractor 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/minecraft-data 1 closed

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/minecraft-chunk-dumper 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/minecraft-assets 1 merged

Add command gh workflow allowing to use release command in comments Jul 22

3 repositories not shown

Reviewed 8 pull requests in 7 repositories

PrismarineJS/prismarine-windows 2 pull requests

Comment assertion check to fix 1.12.2 Jul 22
More click modes (with tests!) Jul 22

PrismarineJS/mineflayer 1 pull request

Revamped Tutorial Jul 22

PrismarineJS/prismarine-template 1 pull request

Add command gh workflow allowing to use release command in comments Jul 22

PrismarineJS/prismarine-item 1 pull request

Bedrock support Jul 22

PrismarineJS/prismarine-registry 1 pull request

Registering item states for bedrock Jul 19

PrismarineJS/prismarine-nbt 1 pull request

equal() function to test NBT equality Jul 3

PrismarineJS/minecraft-data 1 pull request

Add commands workflow Jul 2

Created an issue in PrismarineJS/prismarine-viewer that received 10 comments

1.20 support

start with #398

10 comments

Opened 11 other issues in 6 repositories

rom1504/distributed-shuffle 4 open

iejMac/video2dataset 2 open

Disco-10M dataset example Jul 21
Internvid dataset example Jul 21

PrismarineJS/minecraft-data 2 open

Check i8/u8 for all versions and fix them Jul 9
Automation issue Jul 2

PrismarineJS/mineflayer 1 open

Elytra support Jul 9

imoneoi/openchat 1 closed

So this repo just proved that AlpacaEval and Vicuna GPT-4 evals are bad. What's next? Jul 2

PrismarineJS/prismarine-viewer 1 open

Make supported version explicit Jul 2