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bagel.com
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bagel.com
@bageldotcom
Diffusion Models. We're hiring: bagel.com/careers
bagel.com
Joined June 2023
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    bagel.com
    @bageldotcom
    May 28
    Today we're releasing Paris 2.0, to our knowledge the first decentralized-trained video generation model. At Bagel Labs, we believe frontier models should not require homogeneous clusters of premium, supply constrained GPUs. Paris 1.0 proved this for image generation. Paris 2.0
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    Bidhan Roy
    @bidhan
    May 28
    We're releasing Paris 2.0, which, to our knowledge, is the world's first decentralized trained video generation model. We benchmarked it against a monolithic model trained on the same data and compute budget, and Paris 2.0 outperformed the monolithic by ~2x on FVD benchmark.
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    Bidhan Roy
    @bidhan
    May 28
    We're releasing Paris 2.0, which, to our knowledge, is the world's first decentralized trained video generation model. We benchmarked it against a monolithic model trained on the same data and compute budget, and Paris 2.0 outperformed the monolithic by ~2x on FVD benchmark.
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    bagel.com
    @bageldotcom
    Apr 27
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    bagel.com
    @bageldotcom
    Mar 15
    In town for NVIDIA GTC? If you're building generative world models or investing in the people who are - we're putting the right people in one room for you tomorrow night in Palo Alto. Co-hosted by Alumni Ventures. Signup link below.
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    bagel.com
    @bageldotcom
    Mar 15
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    NVIDIA GTC - Generative World Models for Startups | by Bagel Labs & Alumni Ventures · Luma
    From luma.com
    1.3K
  • bagel.com reposted
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    Gin Jiang
    @ZhiyingJ
    Mar 11
    we managed to extend DDM to heterogeneous objectives! one step closer to decentralized AI XD tldr: experts trained in complete isolation, with different objectives, no communication - and mixing them beats making them all train the same way. 20-48G memory per expert
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    Bidhan Roy
    @bidhan
    Mar 11
    Excited to share that Bagel Labs' paper got accepted at CVPR 2026. A lot of the most important diffusion model research has historically stayed inside frontier labs. We're bringing more of that in the open through open science and open infrastructure. In this work we showcase
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  • bagel.com reposted
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    Bidhan Roy
    @bidhan
    Mar 11
    Excited to share that Bagel Labs' paper got accepted at CVPR 2026. A lot of the most important diffusion model research has historically stayed inside frontier labs. We're bringing more of that in the open through open science and open infrastructure. In this work we showcase
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    5.1K
  • user avatar
    bagel.com
    @bageldotcom
    Mar 8
    Diffusion models are becoming the foundation for image, video, and world models. We are hosting a founders and investors gathering on that topic during NVIDIA GTC week, co-hosted by our friends at Alumni Ventures. Mar 16, Menlo Park. Sign up below. luma.com/nvidia-gtc-gen…
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  • bagel.com reposted
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    Bidhan Roy
    @bidhan
    Feb 6
    Being at the frontier - by the definition of it - means creating the frontier. You don't get to be at the frontier by following someone else. And creating the frontier often means discoveries that go against the established knowledge. We recently made such a discovery about
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    Deep-ML
    @real_deep_ml
    Jan 22
    Can't wait for the live stream! in honor of it we just added a new question and interactive playground based on the paper
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    Yacine Mahdid
    @yacinelearning
    Jan 21
    alright folks tomorrow january 22 from 10h-12h AM EST we're going to dive into decentralized diffusion models by reviewing the paris model from bagel labs I even managed to lock in @bidhan for an interview on why how what that's a good thing to even do tune in!
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  • bagel.com reposted
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    Yacine Mahdid
    @yacinelearning
    Jan 21
    alright folks tomorrow january 22 from 10h-12h AM EST we're going to dive into decentralized diffusion models by reviewing the paris model from bagel labs I even managed to lock in @bidhan for an interview on why how what that's a good thing to even do tune in!
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    Yacine Mahdid
    @yacinelearning
    Jan 10
    this weekend I'll be diving deep into decentralized training for diffusion models with the paris model and the bagel team (what a sentence)
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  • bagel.com reposted
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    mirian
    @mirimayer
    Jan 15
    no better way to celebrate bagel day 🥯
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  • bagel.com reposted
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    Bidhan Roy
    @bidhan
    Dec 17, 2025
    NeurIPS takeways (better late than never) 1. real AGI needs real continual learning - models that can keep learning without catastrophic forgetting. 2. model architectures need to be "stateful" for building accurate world models for games and robotics. 3. diffusion models are
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  • bagel.com reposted
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    Tommy
    Delphi Digital
    @Shaughnessy119
    Dec 3, 2025
    Congrats on Paris to @bageldotcom and @bidhan! Open and Decentralized diffusion model shared at @NeurIPSConf
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