Speculative decoding speeds up generation from LLMs significantly by computing several potential tokens in parallel. Learn about this technique and how it has been utilized to achieve 2–3x speed-ups at inference: https://goo.gle/49npAHF
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Speculative decoding speeds up generation from LLMs significantly by computing several potential tokens in parallel. Learn about this technique and how it has been utilized to achieve 2–3x speed-ups at inference: https://goo.gle/49npAHF
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In 2022 we published "Fast Inference from Transformers via #SpeculativeDecoding", which introduced a technique called speculative decoding that can reduce the inference times for LLMs significantly. The algorithm speeds up generation from autoregressive models by computing several tokens in parallel, without affecting output quality; in fact, the method guarantees an identical output distribution.
Speculative decoding speeds up generation from LLMs significantly by computing several potential tokens in parallel. Learn about this technique and how it has been utilized to achieve 2–3x speed-ups at inference: https://goo.gle/49npAHF
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DQPU is the Decentralized Quantum Processing Unit which addresses the challenge of securely and reliably delegating the execution of quantum computations in a trustless and transparent manner, encouraging competition between independent quantum resource providers. Learn more on my latest blog post.
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Quantinuum reports significant progress and tremendous acceleration in #quantumcomuting with their 56 #qubit H2-1 computer on the cross-entry benchmark (XEB) protocol which can be used to demonstrate #quantumsupremacy. Their reported XEB score is way above any previous results including the ones published Google, albeit a few years back. #quantumcomputer #quntumcomputers 10 https://lnkd.in/eSS5bCHc
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How Might Quantum Computing Revolutionize Financial Encryption? Within the quickly evolving world of monetary safety, quantum computing presents each challenges and options. We’ve gathered insights from a priv... See more https://lnkd.in/gx5saniu
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#unitaryHACK2024 is officially open! 🎉 Dive into the action and start contributing to some of the most exciting open-source quantum computing projects out there. Check out all the open bounties and see where you can make an impact! Ready to hack? Head to the bounty board! 👇 https://buff.ly/3NWjSR8 #quantum #quantumcomputing
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We are now in Q2 of 2024 and the government (CNSA2.0) deadlines for use of Post Quantum Cryptography (PQC) for signing all new software from 2025 approaching rapidly. This is starting to give hardware and device vendors a mad scramble to figure out what they need to do both with existing devices in the field and new devices, in particular with new hardware coming out. There are a lot of moving parts: different use cases from secure boot , secure software update, and platform attestation, to data encryption on media and TLS sessions, there are lots of platforms and algorithms and infrastructure to migrate. There is a need for hybrid deployments and design while the PQC algorithm selection and standardization is being completed. There are cost versus performance tradeoffs to make on HW and SW and there are data profiling considerations to make to avoid “store now, decrypt later” and “authenticate now, forge later” attacks when quantum computers become a reality. And who knows with the latest advancements on hardware needed for LLM algorithms, these computers may be just a few generations away from things like Nvidia Blackwell. So with all that, I spent the last weekend (thanks to the rain) and put another youtube video to shed some light on various considerations and provide a bit of tylenol for some of the headache along the way. And Looks like I messed up my end screen, but something to do better next time along my "youtuber" journey:) #cnsa2.0 #PQC #post quantum cryptography, #cryptography
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Check out my new article, "Quantum Computing 101: Exploring Qubits." It breaks down the basics of qubits and highlights the differences between classical and quantum bits. Plus, it shows how operations are performed on qubits in a straightforward manner. https://lnkd.in/d3vjsdsJ #quantumcomputing #qbits #qiskit
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Another great update to the Quantum Rings SDK: We have added native support for Qiskit! Qiskit is one of the leading frameworks for quantum development. With this update, users can change as little as two lines of code, and have their existing code running in Quantum Rings-- i.e. two lines of code change and your algorithm that used to cost hundreds of dollars to run on a real QPU with high error rates, can run on your local computer for no incremental cost. I want to give a shout-out to my co-founder Venkateswaran Kasirajan for the countless hours put into this release, and for a job well done with these latest updates! Want to see how it works? Check out some of the Samples Venkat put together here: https://lnkd.in/gdJjsHVe
Quantum Rings SDK Version 0.8 is Here! We’re excited to unveil the Quantum Rings Toolkit for Qiskit, a groundbreaking addition to the Quantum Rings SDK that allows you to work natively with Qiskit while taking full advantage of Quantum Rings' large-scale quantum simulation capabilities. 🚀 What’s New in 0.8?🚀 ⚙️ Quantum Rings Toolkit for Qiskit – Use Quantum Rings as a native Qiskit backend while retaining compatibility with Qiskit-based libraries. 📈 Compatibility with Qiskit-Finance: Run all Qiskit-Finance sample code using Quantum Rings seamlessly, and scale quantum computing in your financial applications. ⚛️ Compatibility with Qiskit-Nature: Likewise, the toolkit is compatible with Qiskit Nature, and is ready to run your quantum chemistry simulations. 📖 Robust Online Documentation: Get started quickly with step-by-step guides and examples for the new toolkit. Explore the docs: Quantum Rings Toolkit Docs. Learn more and complete details with our full release notes online: https://lnkd.in/gmvHQx2S
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What is … #Quantum Computing? ⚛️👾⚛️ Ever wondered about the mysteries of Quantum Computing? Curious about terms like #Entanglement, #Qubit, and #Superposition? 🤔✨ 💡 Our new #QuantumFAQ section is here to demystify these concepts and more 💡 Dive with the QMware AG team into the elements of #QuantumComputing and get your questions answered. Whether you're a quantum enthusiast or just starting, our FAQ section is designed to provide short and sweet answers. 👉 Explore our Quantum FAQ right here: https://lnkd.in/dKTkKftn 👉 or read our latest article about #entanglement: https://lnkd.in/djP7P6Cj What are your most burning questions about the elements of quantum computing? Leave your questions in the comments below! #QuantumCloud #Quantum #Team
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Decision Scientist | 10 years IE XP | Data Science Master's
1wThis is huge; parallelizing the token generation makes sense here.