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Hugging Face

The GitHub of machine learning - the platform that hosts the open ML ecosystem.

History

Founded in 2016 by Clément Delangue, Julien Chaumond, and Thomas Wolf, originally as a chatbot company. Pivoted in 2018 around the open-source Transformers library, which became the standard interface to pretrained models.

Founders & leadership

Founders

  • Clément Delangue
  • Julien Chaumond
  • Thomas Wolf

Current leadership

  • Clément Delangue - CEO
  • Thomas Wolf - Chief Science Officer

Funding

$235M Series D in 2023 at $4.5B valuation; investors include Google, Nvidia, Salesforce, Sequoia.

Major models & products

  • Transformers (library)

    De facto Python interface to pretrained models.

  • BLOOM

    176B-parameter open multilingual LLM (BigScience).

  • Zephyr / SmolLM

    In-house open model families.

Research programs

  • Hugging Face Hub (model & dataset hosting)
  • BigScience research collaborations
  • Inference & Spaces hosting

Safety initiatives

  • Model cards by default
  • Open evaluations (Open LLM Leaderboard)

Major publications

  • Transformers: State-of-the-Art Natural Language Processing

    EMNLP · 2020

  • BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

    arXiv · 2022

Key breakthroughs

  • Transformers library 2019

    Unified hundreds of model architectures behind one API.

  • Open LLM Leaderboard 2023

    Became the public scoreboard for open models.

Partnerships

  • Nvidia
  • AWS
  • Google Cloud
  • Microsoft
  • Meta

Timeline

  1. 2016

    Founded.

  2. 2019

    Transformers library released.

  3. 2022

    BLOOM via BigScience collaboration.

  4. 2023

    Series D at $4.5B.

Competitive landscape

No direct competitor - the closest analogues are GitHub (general code), Kaggle (datasets/competitions), and Replicate (inference).

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