aid: bagel-labs
name: Bagel Labs
description: 'Bagel Labs is an AI research lab building distributed diffusion training
  infrastructure for frontier diffusion workloads on commodity and heterogeneous GPU
  fleets. Its core method, Distributed Diffusion Models (DDM), replaces a single large
  diffusion model with an ensemble of smaller expert models trained independently on
  dataset partitions with no gradient synchronization, then ensembled at inference by
  a lightweight router (the Paris Inference Engine, PIE). Public releases include Paris-1
  (image diffusion) and Paris 2.0 (video generation), with open weights on Hugging Face
  and papers on arXiv. Founded in 2023 by Bidhan Roy and backed by Polychain Capital,
  the lab targets image, video, world-model, and robotics / physical AI workloads.'
url: https://raw.githubusercontent.com/api-evangelist/bagel-labs/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- polychain
x-tier: stub
x-tier-reason: portfolio-lead
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
image: https://www.bagel.com/logo-full.svg
tags:
- Company
- Ai Data
- Artificial Intelligence
- Machine Learning
- Diffusion Models
- Generative AI
- Distributed Training
- Research Lab
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://bagel.com
- type: Documentation
  url: https://docs.bagel.com
- type: Blog
  url: https://blog.bagel.com
- type: Login
  url: https://app.bagel.com
- type: GitHubOrganization
  url: https://github.com/bageldotcom
- type: X
  url: https://x.com/bageldotcom
- type: LinkedIn
  url: https://www.linkedin.com/company/bageldotcom
- type: HuggingFace
  url: https://huggingface.co/bageldotcom
- type: Careers
  url: https://www.bagel.com/careers
- type: LLMsTxt
  url: llms/bagel-labs-llms.txt
- type: DomainSecurity
  url: security/bagel-labs-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence