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UPDATED 18:39 EDT / AUGUST 08 2024

AI


HUGGING FACE ACQUIRES XETHUB TO ENHANCE ITS AI STORAGE INFRASTRUCTURE

by Maria Deutscher

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Hugging Face Inc. has acquired XetHub, a startup that helps developers manage
the files they create as part of artificial intelligence projects.

The companies disclosed the deal today. Hugging Face describes the acquisition
as its largest to date, which suggests a price tag higher than the $10 million
it spent to buy Argilla Inc. in June. The latter company developed a tool for
creating AI training datasets.

Hugging Face operates a popular platform for hosting open-source machine
learning projects. It stores more than 1.3 million AI models, 450,000 training
datasets and other technical assets. Hugging Face counts several major tech
firms among its investors including Nvidia Corp., which joined the company’s
most recent $235 million funding round.

XetHub, officially XetData Inc., is Seattle-based software maker backed by $7.5
million from investors. It provides a platform that software teams can use to
store the code files and other technical assets they create as part of an AI
project. The platform also includes productivity features that make it easier to
work with such files.

Hugging Face will integrate XetHub’s technology into its AI hosting platform.
According to the company, the main goal of the initiative is to enhance the
platform’s storage system.

The company keeps users’ AI models and datasets in Git, an open-source tool
originally created to help developers manage their code files. It uses the tool
together with another open-source technology called LFS. The latter software
allows Git to store larger files than it was originally built to manage, which
is necessary because AI models and datasets can take up to upwards of gigabytes
of space.

Hugging Face’s Git implementation has certain limitations. When developers wish
to update an AI model or dataset hosted on the company’s platform, they have to
re-upload the entire file. That can take hours in the case of large AI files
containing gigabytes of data.

XetHub’s platform speeds up the process by breaking up AI models and datasets
into smaller chunks. When developers wish to release an update, they only have
to update the specific chunks that they modified instead of the entire file. The
result is a significant reduction in upload times.

The acquisition also buys Hugging Face other capabilities. XetHub’s platform
includes a feature that can visualize the architecture of neural networks to
make them easier to understand for developers. There are also collaboration
tools that ease tasks such as editing training datasets.

“XetHub has developed technologies to enable Git to scale to TB repositories and
enable teams to explore, understand and work together on large evolving datasets
and models,” XetHub Chief Executive Yucheng Low and Hugging Face Chief
Technology fficer Julien Chaumond wrote in a blog post.

The acquisition could also help advance Hugging Face’s commercialization
efforts. The company sells a paid version of its platform, Enterprise Hub, that
organizations can use to host their internal machine learning projects. XetHub’s
ability to speed up file updates could help improve the user experience for
Enterprise Hub customers. 

IMAGE: HUGGING FACE

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Texas Instruments wins $4.6B in CHIPS Act financing for three new fabs

Redefining AI performance: SambaNova's Dataflow Architecture transforms
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Riding the semiconductor boom: Arm positions itself for continued chip design
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Assessing Broadcom-VMware eight months on

Supercharging AI infrastructure: How Celestial AI's Photonic Fabric is shaping
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Pure Storage CEO lays out vision for the future of AI and data centers

Texas Instruments wins $4.6B in CHIPS Act financing for three new fabs

Redefining AI performance: SambaNova's Dataflow Architecture transforms
high-performance AI chips for enterprises

Riding the semiconductor boom: Arm positions itself for continued chip design
leadership

Assessing Broadcom-VMware eight months on

Supercharging AI infrastructure: How Celestial AI's Photonic Fabric is shaping
the future of accelerated computing

Pure Storage CEO lays out vision for the future of AI and data centers

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LATEST STORIES

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 * Assessing Broadcom-VMware eight months on
   
   CLOUD - BY GUEST AUTHOR . 18 HOURS AGO

 * Supercharging AI infrastructure: How Celestial AI's Photonic Fabric is
   shaping the future of accelerated computing
   
   AI - BY BRIAN NJUGUNA . 2 DAYS AGO

 * Pure Storage CEO lays out vision for the future of AI and data centers
   
   INFRA - BY VICTOR DABRINZE . 2 DAYS AGO

 * Texas Instruments wins $4.6B in CHIPS Act financing for three new fabs
   
   INFRA - BY MARIA DEUTSCHER . 2 DAYS AGO

 * Redefining AI performance: SambaNova's Dataflow Architecture transforms
   high-performance AI chips for enterprises
   
   AI - BY BRIAN NJUGUNA . 2 DAYS AGO

 * Riding the semiconductor boom: Arm positions itself for continued chip design
   leadership
   
   AI - BY VICTOR DABRINZE . 3 DAYS AGO

CUBE EVENT COVERAGE  HELP_OUTLINE

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LATEST FROM THECUBE

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Supercharging AI infrastructure: How Celestial AI's Photonic Fabric is shaping
the future of accelerated computing
Pure Storage CEO lays out vision for the future of AI and data centers
Redefining AI performance: SambaNova's Dataflow Architecture transforms
high-performance AI chips for enterprises
HPE GreenLake Cloud platform drives next-gen storage innovation with hybrid
cloud solutions
Riding the semiconductor boom: Arm positions itself for continued chip design
leadership

DIVE INTO DAVE VELLANTE’S BREAKING ANALYSIS SERIES
help_outline

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Assessing Broadcom-VMware eight months on
Dave Vellante's Breaking Analysis: The complete collection
Cloud spending remains resilient amid market turbulence
The emerging data stack brings opportunities and risk for buyers and sellers
Why Databricks vs. Snowflake is not a zero-sum game
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UPCOMING CUBE EVENTS

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JUNIPER NETWORKS AI-NATIVE NOW FROM THE NEW YORK STOCK EXCHANGE

Aug 20

VMWARE EXPLORE 2024

Aug 27-29

CROWDSTRIKE FAL.CON 2024

Sep 17-18

MWISE CONFERENCE 2024

Sep 18-19

VAST PRESENTS: ENTER THE COSMOS

Oct 01
SEE MORE

RECENT CUBE EVENTS

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SUPERMICRO OPEN STORAGE SUMMIT SERIES 2024

HYBRID CLOUD MADE EASY WITH DELL TECHNOLOGIES AND NUTANIX 2024

BLACK HAT USA 2024

SUPERCLOUD 7: GET READY FOR THE NEXT DATA PLATFORM 2024

JUNIPER'S SEIZE THE AI MOMENT 2024


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