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PyTorch Foundation Expands to Umbrella Foundation and Welcomes vLLM and DeepSpeed Projects

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Expanded Foundation will Provide a Trusted and Vendor-Neutral Home for High-Impact and Innovative Open Source AI Projects

PARIS, May 7, 2025 /PRNewswire/ — The PyTorch Foundation, a community-driven hub for open source AI, today announced its expansion into an umbrella foundation. As part of this milestone, two leading open source AI projects—vLLM and DeepSpeed—have been accepted into the foundation by the Technical Advisory Council. This expansion positions the PyTorch Foundation as the trusted home for a broad range of community-driven AI projects spanning the entire AI lifecycle—from training and inference and domain-specific applications to agentic frameworks.

As artificial intelligence becomes a critical driver of global innovation and competitive advantage, enterprises are under pressure to adopt scalable, secure, and future-focused AI solutions. With global GenAI spending forecasted to hit $644 billion this year, and demand growing for open source AI alternatives, the PyTorch Foundation is positioning itself as a vendor-neutral home for trusted and innovative new AI projects. The foundation will support the development of the next generation of open source AI tooling, ensuring interoperability, reducing vendor lock-in, and enabling faster integration of trusted, production-grade technologies. With transparent governance and broad industry collaboration, the PyTorch Foundation is playing a crucial role in shaping the infrastructure enterprises rely on to build and deploy responsible AI at scale.

“This is an exciting new chapter for the PyTorch Foundation and the broader open source AI ecosystem,” said Matt White, Executive Director of the PyTorch Foundation. “By transitioning to an umbrella foundation, we’re not only formalizing the momentum we’ve built across the PyTorch ecosystem—we’re creating space for new projects and innovators to thrive within a vendor-neutral, open governance environment.”

The decision to expand to an umbrella foundation is a natural evolution of the PyTorch Foundation’s rapid growth and global momentum. In just two and a half years, the organization has grown to include over 30 member companies and 120 vibrant ecosystem projects, and PyTorch itself has become the preferred framework for AI research and deployment. The new umbrella structure will support a broader portfolio of high-impact projects, foster deeper collaboration across domains, and help scale innovation throughout the AI lifecycle.

The PyTorch Foundation’s expanded scope allows it to host two new categories of projects:

Platform Projects – Solutions that support multiple stages of the AI lifecycle, including training, inference, model optimization, deployment, and agentic systems.

Vertical Projects – Tools tailored for specific industries and applications, such as bioinformatics, geospatial intelligence, and protein folding.

Projects accepted under the PyTorch Foundation benefit from neutral IP governance, strategic support, increased visibility, and a global community of contributors. The PyTorch Foundation distinguishes between ecosystem projects, which remain independently governed, and foundation-hosted projects, which adopt the foundation’s open governance model and receive comprehensive operational support.

The first two projects accepted into the PyTorch Foundation as hosted projects are:

vLLM – An open and efficient inference engine for large language models. vLLM enables high-throughput, low-latency LLM serving through optimized memory management and scheduling techniques, including PagedAttention. It supports popular model architectures and is designed to maximize hardware utilization, making LLM inference more scalable and cost-effective across a range of deployments. Learn more about the contribution of vLLM to the PyTorch Foundation here.

DeepSpeed – A distributed training library that simplifies scaling AI workloads. DeepSpeed provides a suite of optimization techniques—such as ZeRO (Zero Redundancy Optimizer), 3D parallelism, and inference acceleration—to enable training of extremely large models efficiently. It is used extensively in both academic research and production environments to push the limits of model size, speed, and efficiency. Learn more about the contribution of DeepSpeed to the PyTorch Foundation here.

The PyTorch Foundation is committed to fostering the growth and adoption of open source AI solutions and tooling. Communities interested in joining the PyTorch Foundation’s expanding ecosystem can learn more about the process for becoming a project here.

Supporting Quotes

“AMD has been a consistent supporter of open source software and the community of open source AI projects. We are excited about this expansion of the PyTorch Foundation, which provides a great opportunity for important AI projects to mature in an open and vendor-neutral ecosystem.”
Ramine Roane, Corporate Vice President of AI Product Management, AMD

“At Arm, we believe collaboration is essential to empower developers and accelerate AI innovation from cloud to edge. The expansion of the PyTorch Foundation is a major milestone for the open source AI community—by providing a trusted home for projects like vLLM and DeepSpeed, the PyTorch Foundation is helping to unlock scalable, efficient AI and we’re proud to support this important evolution.”
Alex Spinelli, Senior Vice President, AI and Developer Platforms and Services, Arm

“Open source frameworks are essential to advancing AI development, which is why AWS has been committed to the long-term success of the PyTorch ecosystem since its early days and through our continued support of the PyTorch Foundation. Expanding to an umbrella foundation highlights the rapid growth of this community and will make it easier to support a broader portfolio of high-impact projects, foster deeper collaboration across domains, and help scale innovation throughout the AI lifecycle.”
Brian Granger, Senior Principal Technologist of AI Platforms, Amazon Web Services

“DeepSpeed is delighted to become a hosted Platform project in the PyTorch Foundation. From inception, DeepSpeed has built on PyTorch, with critical dependencies on features such as Module, Tensor, Distributed, and Compiler. We are eager to leverage this closer integration with the PyTorch ecosystem to achieve our goal of providing open and democratized access to state-of-the-art AI technologies for all.”
– Olatunji Ruwase, Project Lead, DeepSpeed

“Google congratulates the PyTorch Foundation on its expansion into an umbrella foundation. This evolution is poised to not only champion important open source AI projects like vLLM and DeepSpeed, but is also a significant step forward in cultivating deeper collaboration and driving innovation within the AI community. We look forward to continuing to collaborate with the foundation and contributing to the expanded ecosystem.”
Joe Pamer, Senior Director, ML Frameworks and Compilers, Google

“As a significant contributor to vLLM, DeepSeed and PyTorch, Huawei welcomes their move to the foundation. We believe the professional services offered under the umbrella model will foster continued growth and value for users and developers.”
– Li Yongle, General Manager of Open Source Development, Huawei’s Computing Product Line

“Super excited for vLLM and DeepSpeed to join the PyTorch Foundation as it becomes an umbrella foundation. These packages are essential tools in the deep learning stack and integrate seamlessly with PyTorch. This is a strategic move that ensures future growth and maintenance for them.”
– Lysandre Debut, Chief Open-Source Officer, Hugging Face

“As a pivotal member of the PyTorch community for years, IBM applauds the expansion of the PyTorch Foundation to an umbrella foundation. This shift provides opportunities to support projects such as vLLM and others across the entire AI model lifecycle, from training to tuning to inference. An umbrella organization structure will support new workstreams underpinned by essential AI governance principles, accelerating performance in a new era of open, responsible AI.”
Sriram Raghavan, VP, IBM Research AI

“As a premier member of the PyTorch Foundation, Intel is excited about the foundation’s expansion into an umbrella model. This strategy empowers developers with essential resources and support, enabling them to create innovative, community-driven AI projects that tackle real-world challenges.”
– Kismat Singh, VP, Engineering for AI Frameworks, Intel Corporation

“PyTorch sits at the very core of AI today. Meanwhile, the depth of the AI stack has grown dramatically—evolving from enabling accelerated compute to powering fully autonomous systems. Broadening the PyTorch Foundation is a key step in keeping the AI revolution open and accessible to all, across the stack and aligned with the principles PyTorch was built on.”
Luca Antiga, CTO, Lightning AI

“Today PyTorch plays such a fundamental role in the AI space underpinning Llama, ChatGPT and so many other influential projects. This move to create an umbrella foundation enables PyTorch to significantly expand its ecosystem both horizontally and vertically in this era of agentic systems. I really believe this will usher in a new wave of innovation, and I’m especially excited about vLLM and DeepSpeed joining. These projects have a strong history of being critical to AI’s advances and it’s exciting that we are joining forces to grow this amazing community!”
Joe Spisak, Product Director for PyTorch, Meta

“The PyTorch Foundation plays a vital role in advancing the PyTorch ecosystem by driving innovation, supporting education, and fostering community collaboration. Its expansion to an umbrella foundation helps ensure the long-term success of open source tools and creates the conditions necessary to welcome new projects that are essential to the future of open source AI.”
– Ujval Kapasi, VP of Deep Learning Software, NVIDIA

“At Snowflake, we believe that empowering the AI community is fundamental, and strengthening the open, vendor-neutral foundation around pivotal projects like these is crucial for progress. It’s truly exciting to witness the PyTorch Foundation evolve into an umbrella organization and welcome essential projects like DeepSpeed and vLLM. Having been part of the PyTorch ecosystem, I deeply appreciate the significance of this strategic move. We eagerly anticipate the accelerated innovation this closer collaboration within the PyTorch Foundation will bring.”
Dwarak Rajagopal, VP of AI Engineering and Research, Snowflake

“We’re excited that vLLM is one of the first Platform Projects joining the PyTorch Foundation. vLLM is built on top of PyTorch with deep integration such as Torch Compile and multi-hardware support. We look forward to further collaborating with the ecosystem that powers innovations in open source and vendor neural technologies for AI.”
Simon Mo, Project Co-Lead, vLLM

About the PyTorch Foundation
The PyTorch Foundation is a community-driven hub supporting the open source PyTorch framework and a broader portfolio of innovative open source AI projects. Hosted by the Linux Foundation, the PyTorch Foundation provides a vendor-neutral, trusted home for collaboration across the AI lifecycle—from model training and inference, to domain-specific applications. Through open governance, strategic support, and a global contributor community, the PyTorch Foundation empowers developers, researchers, and enterprises to build and deploy responsible AI at scale. Learn more at https://pytorch.org/foundation.

Media Contact
Natasha Woods
The Linux Foundation
nwoods@linuxfoundation.org

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SOURCE PyTorch Foundation

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In HelloNation, Real Estate Expert Grace Frank Shares What to Know Before Relocating to Chattanooga

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CHATTANOOGA, Tenn., April 27, 2026 /PRNewswire/ — What should people consider before relocating to Chattanooga,TN? According to a HelloNation article, the move involves more than a change of address. Grace Frank of Grace Frank Group explains that housing options, schools, job opportunities, and lifestyle factors all play an important role in helping newcomers settle successfully in the city.

Housing is often the first decision to make. Chattanooga offers a wide range of real estate choices, from historic downtown homes to newer suburban subdivisions and rural properties with more space. Each option comes with trade-offs. Urban neighborhoods provide convenience and entertainment, suburban areas appeal to families with larger homes and school access, and rural living offers peace and quiet but may require longer commutes and fewer services.

Affordability is another factor that draws many people to the area. Compared to larger cities, Chattanooga’s housing prices and property taxes remain relatively moderate. Still, trends vary by neighborhood. Some areas near downtown are experiencing rapid growth and rising prices. Buyers and renters who study these patterns in advance are better able to match their budget with the right community.

For families, schools are central to the relocation decision. Hamilton County features public, private, and charter schools, each offering different strengths. Many families select neighborhoods based on school zones, while others consider private education or alternative programs. Reviewing school ratings, extracurricular options, and long-term academic opportunities helps ensure the best fit for children.

Employment opportunities also make Chattanooga an attractive place to move. The job market has been growing steadily, with strengths in logistics, healthcare, technology, and advanced manufacturing. Expansion from existing companies and new businesses entering the region have created stability in both housing and employment. Prospective residents, however, should review industry-specific opportunities to confirm their career goals align with local options.

Beyond housing, schools, and work, lifestyle factors help determine how well a move turns out. Chattanooga’s reputation as an outdoor destination is one of its strongest assets. Residents enjoy access to hiking trails, mountain biking, and water activities along the Tennessee River. The city also features cultural events, a thriving restaurant scene, and live music, making it appealing for those who want balance between work and recreation.

Planning the details of the move itself is just as important. A relocation checklist can simplify the process, including securing housing, transferring utilities, and registering vehicles. Those moving from out of state should also remember to update driver’s licenses, insurance, and voter registration. Attention to these details reduces stress and prevents unnecessary delays.

Local expertise can help make the transition smoother. A real estate professional who understands Chattanooga can guide newcomers through the city’s neighborhoods, school districts, and commuting options. Their insight can save time, prevent costly mistakes, and ensure that newcomers choose a location that fits both their practical needs and lifestyle goals.

Relocating to Chattanooga offers opportunities that combine affordability, career growth, and outdoor living. Families, retirees, and young professionals are all drawn to the area’s variety of neighborhoods, active lifestyle, and strong sense of community. With careful planning, the move can be both seamless and rewarding.

What to Know Before Relocating to Chattanooga highlights the most important factors for a successful transition. This is according to Grace Frank, Real Estate Expert of Chattanooga, TN, who provides practical advice for those considering a move in HelloNation.

About HelloNation
HelloNation is a premier media platform that connects readers with trusted professionals and businesses across various industries. Through its innovative “edvertising” approach that blends educational content and storytelling, HelloNation delivers expert-driven articles that inform, inspire, and empower. Covering topics from home improvement and health to business strategy and lifestyle, HelloNation highlights leaders making a meaningful impact in their communities.

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SOURCE HelloNation

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Hyperscale Data Subsidiary Ault Global Commodities Announces First Silver Purchase

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LAS VEGAS, April 27, 2026 /PRNewswire/ — Hyperscale Data, Inc. (NYSE American: GPUS), an artificial intelligence (“AI”) data center company anchored by Bitcoin (“Hyperscale Data” or the “Company”), today announced that its wholly-owned subsidiary Ault Global Commodities, Inc. (“AGC”) has completed its first purchase of physical silver, acquiring 10,000 ounces of .999 fine silver bullion. The transaction was executed through AGC’s strategic partner, Scottsdale Mint, LLLP, a leading private mint specializing in high-quality investment grade precious metals with which AGC has entered into a purchase and sale agreement (the “Agreement”).

This initial acquisition of silver under the Agreement marks the official launch of the Company’s precious metals strategy and represents a key step in the Company’s broader initiative to build a diversified commodities portfolio alongside its existing digital asset and AI operations, as well as its contemplated robotics plans, each as disclosed in prior press releases.

“This initial silver purchase represents more than merely an entry into precious metals; it reflects the continued evolution of the Company’s balance sheet,” stated Milton “Todd” Ault III, Executive Chairman of Hyperscale Data. “With more than $350 million in assets, including cash and Bitcoin, we are deliberately building a diversified balance sheet designed to endure across market cycles. We believe Bitcoin and precious metals will serve as foundational pillars of that strategy, combining the asymmetric upside of digital assets with the proven stability of hard commodities. As we continue to deploy capital, our objective is clear: Strengthen our asset base, expand our global portfolio of companies, and position Hyperscale Data to create long-term value through disciplined, opportunistic capital allocation.”

The Company expects AGC to make additional purchases in the future as it continues to scale its operations in the broader commodities sector.

For more information on Hyperscale Data and its subsidiaries, Hyperscale Data recommends that stockholders, investors and any other interested parties read Hyperscale Data’s public filings and press releases available under the Investor Relations section at hyperscaledata.com or available at www.sec.gov.

About Hyperscale Data, Inc.

Through its wholly owned subsidiary Sentinum, Inc., Hyperscale Data owns and operates a data center at which it mines digital assets and offers colocation and hosting services for the emerging AI ecosystems and other industries. Hyperscale Data’s other wholly owned subsidiary, Ault Capital Group, Inc. (“ACG”), is a diversified holding company pursuing growth by acquiring undervalued businesses and disruptive technologies with a global impact.

Hyperscale Data currently expects the divestiture of ACG (the “Divestiture”) to occur in the second quarter of 2027. Upon the occurrence of the Divestiture, the Company would be an owner and operator of data centers to support high-performance computing services, as well as a holder of the digital assets. Until the Divestiture occurs, the Company will continue to provide, through ACG and its wholly and majority-owned subsidiaries and strategic investments, mission-critical products that support a diverse range of industries, including an AI software platform, equipment rental services, defense/aerospace, industrial, automotive, medical/biopharma and hotel operations. In addition, ACG is actively engaged in private credit and structured finance through a licensed lending subsidiary. Hyperscale Data’s headquarters are located at 11411 Southern Highlands Parkway, Suite 190, Las Vegas, NV 89141.

On December 23, 2024, the Company issued one million (1,000,000) shares of a newly designated Series F Exchangeable Preferred Stock (the “Series F Preferred Stock”) to all common stockholders and holders of the Series C Preferred Stock on an as-converted basis. The Divestiture will occur through the voluntary exchange of the Series F Preferred Stock for shares of Class A Common Stock and Class B Common Stock of ACG (collectively, the “ACG Shares”). The Company reminds its stockholders that only those holders of the Series F Preferred Stock who agree to surrender such shares, and do not properly withdraw such surrender, in the exchange offer through which the Divestiture will occur, will be entitled to receive the ACG Shares and consequently be shareholders of ACG upon the occurrence of the Divestiture.

Forward-Looking Statements

This press release contains “forward-looking statements” within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended. These forward-looking statements generally include statements that are predictive in nature and depend upon or refer to future events or conditions, and include words such as “believes,” “plans,” “anticipates,” “projects,” “estimates,” “expects,” “intends,” “strategy,” “future,” “opportunity,” “may,” “will,” “should,” “could,” “potential,” or similar expressions. Statements that are not historical facts are forward-looking statements. Forward-looking statements are based on current beliefs and assumptions that are subject to risks and uncertainties.

Forward-looking statements speak only as of the date they are made, and the Company undertakes no obligation to update any of them publicly in light of new information or future events. Actual results could differ materially from those contained in any forward-looking statement as a result of various factors. More information, including potential risk factors, that could affect the Company’s business and financial results are included in the Company’s filings with the U.S. Securities and Exchange Commission, including, but not limited to, the Company’s Forms 10-K, 10-Q and 8-K. All filings are available at www.sec.gov and on the Company’s website at hyperscaledata.com.

 

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SOURCE Hyperscale Data Inc.

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In HelloNation, Financial Advisor Jennifer Prosise of Joliet, IL Breaks Down When to Start Financial Planning

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JOLIET, Ill., April 27, 2026 /PRNewswire/ — When is the right time to begin financial planning? A recent HelloNation article featuring Financial Advisor Jennifer Prosise of The Voyager Group, Ltd. in Joliet, IL, explores why early financial planning can create lasting advantages, especially during key life transitions.

 

The article challenges the common belief that financial planning only becomes necessary later in life. According to the feature, waiting until retirement planning is urgent can limit flexibility and options. By starting earlier, individuals can make gradual adjustments that align with long-term goals and reduce financial stress over time.

Jennifer Prosise explains that financial planning is most effective when it starts at the moment questions begin to surface. The article notes that planning isn’t tied to age, but to life events, such as a career change, starting a family, or returning to school. These life transitions often reshape responsibilities and future priorities, making early financial planning both timely and practical.

One of the most valuable aspects of early financial planning is habit-building. The article emphasizes how small choices about income and savings, spending, or borrowing compound over time. Establishing a structure early creates momentum and makes it easier to adapt when circumstances shift.

Career changes are a key opportunity to begin planning. With changes in income, benefits, and risk, the article advises individuals to assess how income and savings can work together more efficiently. A financial advisor can help clarify goals and offer structure during times of professional change.

For growing families, financial planning provides support when expenses increase and new needs emerge. The article points out that early planning can balance short-term decisions with long-term goals like education costs, housing needs, or lifestyle flexibility. Financial clarity during these moments reduces uncertainty and helps families prioritize with confidence.

The article also highlights how education decisions, such as starting or returning to college, can benefit from early financial planning. Loans, tuition, and long-term earnings potential all come into play. Planning in advance helps individuals evaluate tradeoffs and avoid reactive decisions that may lead to unnecessary debt.

Entrepreneurs and small business owners also find value in starting early. Business ventures bring both opportunities and risks, and financial planning helps manage both. With income fluctuations and investment decisions to weigh, early structure ensures that personal and professional goals remain aligned.

The article explains that early financial planning also creates space for gradual change. Instead of making large corrections later in life, people can make smaller, more sustainable adjustments. This flexibility supports retirement planning over a longer horizon and builds resilience during financial shifts.

Jennifer Prosise also points out the emotional benefits of planning early. With a framework in place, people are less likely to feel overwhelmed during uncertain times. Financial planning reduces confusion and allows for steady progress toward long-term goals.

When It Makes Sense to Start Financial Planning features insights from Jennifer Prosise, Financial Advisor of Joliet, IL, in HelloNation.

About HelloNation
HelloNation is a premier media platform that connects readers with trusted professionals and businesses across various industries. Through its innovative “edvertising” approach that blends educational content and storytelling, HelloNation delivers expert-driven articles that inform, inspire, and empower. Covering topics from home improvement and health to business strategy and lifestyle, HelloNation highlights leaders making a meaningful impact in their communities.

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SOURCE HelloNation

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