Loading video...

Video Failed to Load

Go Home

World Modeling research needs fast iteration, reproducibility, optimized baselines, open-source, and precise zero-shot stress testing. Here comes stable-worldmodel! Paper: Code: Come stress-test your model/idea! DINO-WM results ⬇️

randall_balestr's profile picture

Randall Balestriero

6,159 subscribers

43,829 views • 3 months ago •via X (Twitter)

EducationScience & Technology
LIVE

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

One image + text + camera trajectory = controllable worlds. All on a single GPU. Our research team just released SANA-WM, a 2.6B open source world model natively trained for 60-second video generation with precise camera control.
0:20

One image + text + camera trajectory = controllable worlds. All on a single GPU. Our research team just released SANA-WM, a 2.6B open source world model natively trained for 60-second video generation with precise camera control.

NVIDIA AI

90,569 views • 26 days ago

Wing stress test! This was like the 6th iteration 💀👍
0:27

Wing stress test! This was like the 6th iteration 💀👍

Willow Creative

21,817 views • 11 months ago

P-Video by Pruna AI is now live on Runware 🔥 D0 release and free until Friday 9PM CET! this model is built for speed and cost – designed for fast iteration without breaking your workflow. so if you want to stress test it, now’s the time.
0:22

P-Video by Pruna AI is now live on Runware 🔥 D0 release and free until Friday 9PM CET! this model is built for speed and cost – designed for fast iteration without breaking your workflow. so if you want to stress test it, now’s the time.

Runware

177,262 views • 3 months ago

New from Meta FAIR: Code World Model (CWM), a 32B-parameter research model designed to explore how world models can transform code generation and reasoning about code. We believe in advancing research in world modeling and are sharing CWM under a research license to help empower the community to build upon our work. ➡️ Read the technical report: ➡️Download the open weights: ➡️Download the code:
0:34

New from Meta FAIR: Code World Model (CWM), a 32B-parameter research model designed to explore how world models can transform code generation and reasoning about code. We believe in advancing research in world modeling and are sharing CWM under a research license to help empower the community to build upon our work. ➡️ Read the technical report: ➡️Download the open weights: ➡️Download the code:

AI at Meta

312,889 views • 8 months ago

That was quick: last week Genie 3 was revealed. One week later Skywork AI releases Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model. Matrix-Game 2.0 can generate high-quality minute-level videos across diverse scenes at an ultra-fast speed of 25 FPS. They open-source our model weights and codebase to advance research in interactive world modeling. Some examples:
0:24

That was quick: last week Genie 3 was revealed. One week later Skywork AI releases Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model. Matrix-Game 2.0 can generate high-quality minute-level videos across diverse scenes at an ultra-fast speed of 25 FPS. They open-source our model weights and codebase to advance research in interactive world modeling. Some examples:

Chubby♨️

115,138 views • 10 months ago

DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding TL;DR: DINO-X Pro: sota model with enhanced perception capabilities for various scenarios; DINO-X Edge: model optimized for faster inference speed and better suited for deployment on edge devices
0:45

DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding TL;DR: DINO-X Pro: sota model with enhanced perception capabilities for various scenarios; DINO-X Edge: model optimized for faster inference speed and better suited for deployment on edge devices

Alexandre Morgand

60,720 views • 1 year ago

1/5 🚀 Thrilled to open-source OSCAR 🤖 — an action-conditioned world model for robotics, led by the visiting student in my group Zhuoyuan Wu! It generalizes across different robot embodiments with precise action controllability. All trained on a single GH200 GPU, and outperforms existing open-sourced baselines, which have larger model capacity and need more compute. Everything is public, including training data. 📄 Paper: 🌐 Project: 💻 Code: 🤗 Robot data: 🤗 Human data: 🤗 Weights: #Robotics #WorldModels #AI #OpenSource
0:31

1/5 🚀 Thrilled to open-source OSCAR 🤖 — an action-conditioned world model for robotics, led by the visiting student in my group Zhuoyuan Wu! It generalizes across different robot embodiments with precise action controllability. All trained on a single GH200 GPU, and outperforms existing open-sourced baselines, which have larger model capacity and need more compute. Everything is public, including training data. 📄 Paper: 🌐 Project: 💻 Code: 🤗 Robot data: 🤗 Human data: 🤗 Weights: #Robotics #WorldModels #AI #OpenSource

Jun Gao

89,588 views • 4 days ago

Introducing Meta Perception Language Model (PLM): an open & reproducible vision-language model tackling challenging visual tasks. Learn more about how PLM can help the open source community build more capable computer vision systems. Read the research paper, and download the code and dataset:
1:11

Introducing Meta Perception Language Model (PLM): an open & reproducible vision-language model tackling challenging visual tasks. Learn more about how PLM can help the open source community build more capable computer vision systems. Read the research paper, and download the code and dataset:

AI at Meta

93,811 views • 1 year ago

We present MusicGen: A simple and controllable music generation model. MusicGen can be prompted by both text and melody. We release code (MIT) and models (CC-BY NC) for open research, reproducibility, and for the music community:
0:48

We present MusicGen: A simple and controllable music generation model. MusicGen can be prompted by both text and melody. We release code (MIT) and models (CC-BY NC) for open research, reproducibility, and for the music community:

Felix Kreuk

697,276 views • 3 years ago

We just dropped a new SoTA lipsync model on fal: Hummingbird-0 Available now as a research preview, it's the most accurate zero-shot lipsync model we’ve tested, open or closed source.
0:45

We just dropped a new SoTA lipsync model on fal: Hummingbird-0 Available now as a research preview, it's the most accurate zero-shot lipsync model we’ve tested, open or closed source.

Tavus

460,422 views • 1 year ago

Being financially stable eliminates 90% of your stress💯💯
0:31

Being financially stable eliminates 90% of your stress💯💯

Fem Mindset

11,408 views • 4 months ago

Stress testing the inventory
0:23

Stress testing the inventory

The Water Museum

291,085 views • 25 days ago

stress testing load times
0:31

stress testing load times

Campbell

10,496 views • 19 days ago

stress test
0:22

stress test

homie

28,721 views • 7 months ago

Stress comes from time traveling in your mind.
0:52

Stress comes from time traveling in your mind.

Mindset Machine 

28,129 views • 5 months ago

MetaAI's SAM 2 struggles when things move fast or when there are crowded, fast-moving objects! Introducing SAMURAI: An adaptation of the Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory. 100% Open Source
0:40

MetaAI's SAM 2 struggles when things move fast or when there are crowded, fast-moving objects! Introducing SAMURAI: An adaptation of the Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory. 100% Open Source

Sumanth

324,545 views • 1 year ago

Google Genie 3 just got its biggest open-source rival 🤯 LingBot-World is an open-source world model that generates playable environments in real-time. → Built on Alibaba’s Wan2.2 → 10 minutes of stable generation → 16fps real-time interaction 100% Open Source.
2:16

Google Genie 3 just got its biggest open-source rival 🤯 LingBot-World is an open-source world model that generates playable environments in real-time. → Built on Alibaba’s Wan2.2 → 10 minutes of stable generation → 16fps real-time interaction 100% Open Source.

Alvaro Cintas

1,058,563 views • 4 months ago

stress testing server-side sheep
0:31

stress testing server-side sheep

murat 🍥

83,018 views • 1 year ago

$NVDA earnings were the stress test for the AI trade & the results couldn’t have been clearer.
4:17

$NVDA earnings were the stress test for the AI trade & the results couldn’t have been clearer.

Shay Boloor

64,386 views • 6 months ago