Introducing the Next Version of λambeq

A leading open-source software development tool for Quantum Natural Language Processing (“QNLP”) debuts integration with PennyLane, an Enhanced Training Package, and Support for Quantum Specialists new to NLP

April 12, 2023

The quantum natural language processing team at Quantinuum, the world’s largest, standalone quantum computing company, is excited to announce a major update to its open-source Python library and toolkit, λambeq (pronounced "Lambek"), to version 0.3.0. 

This update brings several enhancements that not only improve the user experience but significantly expand the capabilities the toolkit provides to its rapidly growing user community, including a growing number of quantum developers and engineers considering natural language processing (NLP) and machine learning (ML) for the first time.

The most significant parts of today’s announcement are: 

  • the introduction of PennyLane integration;
  • an improved model training package; and
  • new tutorials to introduce quantum professionals to technical NLP and ML
Unlocking New Possibilities with PennyLane Integration

A notable feature of this update is the integration of PennyLane, a powerful quantum computing library that is widely used by engineers and developers all over the world. With PennyLane support, users of λambeq can now develop hybrid quantum-classical models using the PennyLaneModel, hooking numerically determined gradients of parameterized quantum circuits (PQCs) to modules of ML libraries like PyTorch. This integration unlocks new possibilities for researchers and developers working on quantum natural language processing.

Enhanced Training Package for a Streamlined Experience

This update also brings significant improvements to the training package, with the addition of new λambeq-native loss functions that will help users more easily to train their models using standard implementations, oriented to classification tasks and others such as regression. This streamlined experience allows users to focus on their research and development without the need for custom loss functions. It not only enables better training performance on larger models but is also part of the team’s effort to make λambeq fully ML-enabled.

Helping Quantum Computing Engineers Explore NLP and ML

Another feature in this release is new NLP-101 tutorial support. This was developed following feedback from users, who are turning their attention to quantum NLP and quantum ML with increasing frequency. Many new λambeq users do not have a deep knowledge of techniques such as text pre-processing or the best practices required to perform successful experiments.

A technical tutorial has been published in notebook form, to help developers and engineers working in QML or QNLP to explore what is possible using λambeq.

Additional Features and Enhancements

In addition to the major features highlighted above, this update includes several other enhancements and bug fixes:

  • Support for Python 3.11
  • Improved fail-safety in the BobcatParser model download method
  • Fixed various bugs, including issues with the SPSAOptimizer and NumpyModel tests
  • Enhanced exception handling and documentation requirements
QNLP in the community

The launch of λambeq 0.3.0 update is a natural step for Quantinuum, which is not only the world’s largest standalone quantum computing company, but also the pioneer and leader in QNLP, in supporting the growth of quantum natural language processing and its applications. By continually enhancing the toolkit and providing cutting-edge integrations and resources, Quantinuum is paving the way for researchers, developers, and users in the ever-growing QNLP and NLP communities. QNLP offers us a way to take full advantage of the possibilities of advancing the boundaries of AI and truly using the promise that has been exhibited in part by Large Language Models such as GPT-4 whilst continuing to work to solve some of the well documented short-comings of such classical technologies.

About Quantinuum

Quantinuum is the world’s largest, standalone quantum computing company, formed by the combination of Honeywell Quantum Solutions’ world-leading hardware and Cambridge Quantum’s class-leading middleware and applications. Science-led and enterprise driven, Quantinuum accelerates quantum computing and the development of applications across chemistry, cybersecurity, finance, and optimization. Its focus is to create scalable and commercial quantum solutions to solve the world’s most pressing problems, in fields such as energy, logistics, climate change, and health. The company employs over 480 people including 350 scientists, at nine sites in the US, Europe, and Japan.

About Xanadu

Xanadu is a Canadian quantum computing company with the mission to build quantum computers that are useful and available to people everywhere. Founded in 2016, Xanadu has become one of the world's leading quantum hardware and software companies. The company also leads the development of PennyLane, an open-source software library for quantum computing and application development. Visit www.xanadu.ai or follow us on Twitter @XanaduAI.

About PennyLane

PennyLane is an open-source software framework for quantum machine learning, quantum chemistry, and quantum computing with the ability to run on all hardware. To find out more, visit the PennyLane website, or check out the PennyLane demos: a gallery of hands-on quantum computing content (https://pennylane.ai/qml/demonstrations.html).

About Quantinuum

Quantinuum, the world’s largest integrated quantum company, pioneers powerful quantum computers and advanced software solutions. Quantinuum’s technology drives breakthroughs in materials discovery, cybersecurity, and next-gen quantum AI. With over 500 employees, including 370+ scientists and engineers, Quantinuum leads the quantum computing revolution across continents. 

May 20, 2025
Invest Qatar partners with Quantinuum to accelerate expansion and advance the region’s quantum computing ecosystem

Doha, Qatar, May 20th, 2025Invest Qatar, the Investment Promotion Agency of Qatar, has inked a strategic agreement with Quantinuum, the world leader in quantum computing and developer of the world’s highest-performing quantum computer. The partnership aims to strengthen Qatar’s quantum computing ecosystem by supporting Quantinuum’s recently announced expansion into the region, which was highlighted last week by the President of the United States during his historic state visit to Qatar.

Through this partnership, Invest Qatar will provide tailored support services to Quantinuum, including access to key stakeholders, sector-specific insights and opportunities for collaboration with local innovation and research institutions. Invest Qatar will also promote initiatives that drive quantum computing adoption and raise awareness of Quantinuum’s contributions to Qatar’s tech landscape.Through this partnership, Invest Qatar will support Quantinuum’s expansion into the country to apply quantum technologies for the benefit of key sectors in Qatar, while enhancing local research and development (R&D) capabilities, to create high-skilled jobs and train the next generation quantum workforce in Qatar. This includes facilitating connections with key stakeholders, enabling collaboration in R&D, and aligning with national initiatives aimed at advancing quantum technologies.

As part of the agreement, Quantinuum will play a central role in advancing Qatar’s quantum capabilities by launching a range of targeted initiatives, including knowledge-sharing platforms, educational seminars and technical workshops delivered by Quantinuum’s global experts. The partnership also envisions launching joint research projects with Qatari academic and research institutions, exploring opportunities for local integration of quantum technologies and facilitating access to Quantinuum’s cutting-edge quantum computing infrastructure. Additionally, internship opportunities will be offered to students from Qatar-based universities, providing direct experience in real-world quantum computing applications.

Commenting on the partnership, Sheikh Ali Alwaleed Al-Thani, CEO, Invest Qatar, said: “This partnership with Quantinuum reflects our continued commitment to positioning Qatar at the forefront of next-generation technologies. By combining global expertise with local ambition, we aim to cultivate a thriving quantum ecosystem that drives innovation, supports economic diversification and empowers future talent. We are pleased to work with Quantinuum to unlock the transformative potential of quantum computing for Qatar and the wider region.”

Dr. Rajeeb Hazra, President & CEO, Quantinuum, said: “Launching our presence in Qatar opens an exciting new chapter in a region ready to lead in quantum computing. Building on our recently announced expansion into the country through our joint venture with Al Rabban Capital, and our ongoing partnership with Hamad Bin Khalifa University, this collaboration with Invest Qatar reinforces our commitment to the growth of Qatar’s quantum computing ecosystem. As part of the deepening strategic ties between the U.S. and Qatar, we’re enabling direct access to our world-leading quantum hardware and software, creating value for academia and industry in Qatar while training the next generation of quantum developers and researchers to strengthen the region’s position as a global hub for advanced technologies.”

About Invest Qatar

The Investment Promotion Agency Qatar (Invest Qatar) is responsible for overseeing investment promotion activities, aimed at attracting foreign direct investment to Qatar. Established in 2019, Invest Qatar’s mission is to strengthen Qatar’s position as an ideal investment destination, while facilitating investments that foster economic diversification and development.

As the gateway to investment solutions, Invest Qatar connects investors to an integrated ecosystem of business and licensing platforms. The Agency partners with investors throughout their journey, from exploration and setup to expansion, ensuring their long-term growth by providing comprehensive insights into Qatar’s business landscape, sector-specific market knowledge and tailored investment facilitation.

For more information, please visit www.invest.qa

@InvestQatar | #InvestQatar

About Quantinuum    

Quantinuum is the world leader in quantum computing. The company’s quantum systems deliver the highest performance across all industry benchmarks. Quantinuum’s over 550 employees, including 370+ scientists and engineers, across the US, UK, Germany, and Japan, are driving the quantum computing revolution.  

For more information, please visit www.quantinuum.com

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May 14, 2025
Quantinuum and Al Rabban Capital Launch Joint Venture to Accelerate Quantum Computing Adoption in Qatar and the Region

Doha, Qatar, May 14th, 2025 — Quantinuum, the world leader in quantum computing, is establishing a Qatari-incorporated Joint Venture with Al Rabban Capital, a division of Al Rabban Holding Company, one of Qatar’s most prominent companies. The Joint Venture will accelerate quantum computing adoption in Qatar and the region, strategically positioning the U.S. and Qatar as global leaders in the quantum revolution. This first of its kind quantum technology partnership was highlighted by the President of the United States during his historic state visit to Qatar.

The Joint Venture has three core objectives: enabling access to Quantinuum’s world-leading quantum technologies in the region; co-developing quantum computing applications tailored to regional needs in areas such as New Energy, Materials Discovery, Precision Medicine, Genomics, and Financial Services, with new opportunities emerging in the era of Generative Quantum AI (GenQAI); and, training the next generation of quantum computing developers in Qatar and the region.

Quantinuum is steadily expanding its global presence to meet the growing international demand for its technology and applications. The company’s expansion into the Gulf region, starting with Qatar, follows its successful growth across the U.S., U.K., Europe and Indo-Pacific. This Joint Venture reflects a shared commitment by the U.S. and Qatar to strengthen strategic ties, spur bilateral investment in future-defining industries, and foster technological leadership and shared prosperity.  

Quantinuum’s Joint Venture with Al Rabban Capital builds on its partnership announced last year with Hamad Bin Khalifa University and the Qatar Center for Quantum Computing (QC2), Qatar’s premier quantum research hub.

“This is a defining moment in Qatar’s ambition to become a regional hub for advanced technologies like quantum computing,” said Abdulaziz Khalid Al Rabban, Chairman, Al Rabban Capital. “We're partnering with Quantinuum to deliver world-class quantum solutions, driving economic growth in Qatar and the region.”

“This Joint Venture demonstrates our shared vision to lead in transformative technologies,” said Dr. Rajeeb Hazra, President & CEO of Quantinuum. “Together with Al Rabban Capital, we’re accelerating the commercial adoption of quantum computing in Qatar and the region whilst serving U.S. and Qatari strategic interests.”

About Quantinuum

Quantinuum is the world leader in quantum computing. The company’s quantum systems deliver the highest performance across key industry benchmarks. Quantinuum’s over 550 employees, including 370+ scientists and engineers, across the US, UK, Germany, and Japan, are driving the quantum computing revolution.

For more information, please visit: https://www.quantinuum.com

About Al Rabban Capital

Al Rabban Capital (ARC) is a Qatari investment and advisory firm driving business growth across Qatar and the GCC. ARC enable market entry and expansion through joint ventures, strategic partnerships, and deep local insight. ARC supports both public and private sector initiatives with tailored, end-to-end solutions. Beyond capital, ARC provide strategic guidance, governance, and access to a robust regional network. ARC’s focus includes AI, quantum tech, healthcare, and sustainability, with a commitment to impactful growth.

For more information, please visit: https://www.alrabbancapital.com

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April 3, 2025
Quantinuum Selected by DARPA to Advance to First Stage of Quantum Benchmarking Initiative

Broomfield, CO, April 3rd, 2025 — Quantinuum, the industry leader in quantum computing with the world’s most powerful quantum computer, has been selected by the Defense Advanced Research Projects Agency (DARPA), a research and development agency of the United States Department of Defense, to participate in the first stage of the agency’s Quantum Benchmarking Initiative (QBI).

QBI aims to assess the feasibility of building an industrially useful quantum computer by 2033. Successful QBI performers will advance through stages A, B, and C; Stage A requires performers to describe their utility-scale quantum computer with a path to near-term realization, where utility-scale means the computational value exceeds costs.

As validated in a recent independent benchmarking study by a group of institutions at the forefront of quantum computing research, Quantinuum’s quantum systems are the highest performing in the industry. Last year, Quantinuum published its development roadmap, outlining a path to a universal, fully-fault tolerant quantum computer by 2029. Beyond this public roadmap, Quantinuum plans to scale to even larger machines in the early part of the 2030s, aligning with the objectives of QBI.

“We are honored to collaborate with DARPA and look forward to working closely with their test and evaluation team as they assess our roadmap and technological approach,” said Dr. Rajeeb Hazra, President and CEO of Quantinuum. “With our roadmap firmly on track, we are confident in our ability to deliver on DARPA’s objectives for QBI.”

Microsoft and NVIDIA will take part in Quantinuum’s Stage A effort, building on their long-standing collaborations with Quantinuum in advancing commercially scalable quantum computing.

About Quantinuum

Quantinuum is the world leader in quantum computing. The company’s quantum systems deliver the highest performance across all industry benchmarks. Quantinuum’s over 550 employees, including 370+ scientists and engineers, across the US, UK, Germany, and Japan, are driving the quantum computing revolution.  

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