Video yรผkleniyor...

Video Yรผklenemedi

๐„๐ญ๐ก๐ž๐ซ๐ž๐ฎ๐ฆ ๐ก๐š๐ฌ ๐ฌ๐ฉ๐จ๐ค๐ž๐ง ๐ข๐ญ๐ฌ ๐Ÿ๐ข๐ซ๐ฌ๐ญ ๐ฐ๐จ๐ซ๐! That's right โ€” we have completed the world's 1st ZKP of a 1B+ param LLM inference, before verifying the proof on Ethereum mainnet (block 19427725) ๐Ÿคฏ What did Ethereum say? Learn more in ๐Ÿงต

97,181 gรถrรผntรผleme โ€ข 2 yฤฑl รถnce โ€ขvia X (Twitter)

10 Yorum

Accountable Magic profil fotoฤŸrafฤฑ
Accountable Magic2 yฤฑl รถnce

GPT2-XL is a 1.5B parameter behemoth of an AI model! And to see whether ZKML has finally advanced enough to make proving LLMs feasible at all, we decided to put our proving chops to the test and find out! Oh! It said: "magic", btw <-->

Accountable Magic profil fotoฤŸrafฤฑ
Accountable Magic2 yฤฑl รถnce

This was no easy task ๐Ÿฅต We had to split GPT2-XL's 48 decoder blocks into 144 sub-blocks, before proving on our massive 1TB memory, 128 core CPU cloud clusters for nearly 90 hours! That means that โ€” using generic prover systems โ€” zkLLM overhead is over 1,000,000x!!!

Accountable Magic profil fotoฤŸrafฤฑ
Accountable Magic2 yฤฑl รถnce

So it's possible โ€” nice! But the proving overhead is far from acceptable...for now ๐Ÿ˜‰ As we demonstrate in our latest paper, specialization offer 1,000-10,000x speed-ups for ZKML! In fact, we already have some exciting new updates cooking at the bleeding edge ๐ŸŽ๏ธ

Accountable Magic profil fotoฤŸrafฤฑ
Accountable Magic2 yฤฑl รถnce

In the meantime, check out our blog for what it took to prove a real LLM, why specialization is the future, & the endgame for AI x crypto! Medium blog: Eth block: Follow @ModulusLabs for the latest in ZKML, AI x Crypto, & more ๐Ÿค–

Jason Morton profil fotoฤŸrafฤฑ
Jason Morton2 yฤฑl รถnce

Nice, did you use @ezklxyz for the Halo2 proof or write it directly in Halo2?

Roko ๐Ÿ‰๐Ÿค–๐Ÿ˜‡ profil fotoฤŸrafฤฑ
Roko ๐Ÿ‰๐Ÿค–๐Ÿ˜‡2 yฤฑl รถnce

๐Ÿ‘€

yk profil fotoฤŸrafฤฑ
yk2 yฤฑl รถnce

why is it important to do zkp of LLM inference?

Paul Taylor profil fotoฤŸrafฤฑ
Paul Taylor2 yฤฑl รถnce

Big congrats @realDanielShorr & team! ๐Ÿ”ฅ

Jason Zhao (๊งIP๊ง‚) profil fotoฤŸrafฤฑ
Jason Zhao (๊งIP๊ง‚)2 yฤฑl รถnce

So sick

Wyatt Benno profil fotoฤŸrafฤฑ
Wyatt Benno2 yฤฑl รถnce

Are you wrapping the final proof in Groth16? Is there any code/ writeup about that? I am interested in how GKR is being used and how it is getting 'onchain'.

Benzer Videolar

Full 2026 EF strategy breakdown from Tomasz K. Staล„czak at EthBoulder ๐Ÿ”ฅ Here's the complete ๐Ÿงต on the future of Ethereum: 1๏ธโƒฃ certification/credential: Clear guidance for institutions on trusted providers, backed by the EF & partners. 2๏ธโƒฃ Post-Quantum Security: A major announcement is on the horizon to make Ethereum quantum-resistant. 3๏ธโƒฃ OIF Interoperability Standard: Becoming the fastest standard to integrate, accelerating development. 4๏ธโƒฃ Devcon 8 | Mumbai, India ๐Ÿ‡ฎ๐Ÿ‡ณ Mumbai: Ethereum is heading to India! A massive event to welcome the global community. 5๏ธโƒฃ Unified 5-Year Roadmap: Merging "LEAN Ethereum" into core dev. Two major workstreams become one. Announcement next week from Ethereum Foundation 6๏ธโƒฃ Agentic Ethereum (DEI): Huge focus on AI agents on Ethereum, leveraging Mainnet & Base to attract new builders. 7๏ธโƒฃ ETHBoulder & ETHDenver: More EF presence at community events for direct engagement. Come say hi! ๐Ÿ‘‹ 8๏ธโƒฃ NYC ETHConf : 6-8k person conference in NYC to welcome institutional players. 9๏ธโƒฃ Global Policy Support: A dedicated team to educate and support policymakers and regulators worldwide. ๐Ÿ”Ÿ DeFi Coordination Team: Launching next week to streamline the DeFi ecosystem. 1๏ธโƒฃ1๏ธโƒฃ Platform Team for L2s: Making Ethereum the ultimate launchpad for Layer 2s. Already hosted a summit for 20+ L2s. 1๏ธโƒฃ2๏ธโƒฃ ECC Roundtable on Culture: An upcoming discussion at ECC dedicated to the culture of Ethereum. The future is bright and BUILT on Ethereum.

Francesco Andreoli แตแต

10,397 gรถrรผntรผleme โ€ข 6 ay รถnce

Tom Lee: Ethereum DATs can use ~$500 million in annual staking rewards to fund grants for Ethereum ecosystem โ€œThe Ethereum Treasuries โ€” Bitmine and Sharplink among others โ€” now own 7% of the Ethereum supplyโ€ฆ Treasury stock is essentially supply permanently taken out from the ecosystem, but we also own the yield. The yield is around 3% so today these public treasuries are generating ~$500 million in rewards, and that is what we can use to fund and grant the crypto ecosystem.โ€ Lee believes that the Ethereum Foundation narrowing its focus to CROPs (censorship resistance, openness, privacy and security) is the right decision. โ€œEthereum is a $240 billion network value entity. It has been operating for 11 years without a single day of downtime. Thereโ€™s 11,500 nodes in 89 different countries. And thereโ€™s 15,000 developers. I think this is too big to be coordinated by a single foundation.โ€ As Ethereum continues to scale, he believes the ecosystem will move beyond a foundation-centric model and points to private companies like Etherealize, Optimism, Consensys, Enterprise Ethereum Alliance, and Offchain Labs that represent the Ethereum ecosystem and are already doing enterprise engagement. โ€œThis list doesnโ€™t yet reflect the spinoffs coming from the Ethereum Foundation. Thereโ€™s at least five, and I think Bitmine will play a role in granting and supporting any of those that come out.โ€ โ€œI think Ethereum is in good hands because the foundation is going to be stronger by staying focused. We have a lot of private sector companies already building products and important L2s on Ethereum. And of course, the treasuries are here to help with funding and grantingโ€ฆ If youโ€™re bearish, you are selling at the bottom.โ€

Etherealize

126,008 gรถrรผntรผleme โ€ข 2 ay รถnce

If you do anything today, please listen to this 3-min clip on what Co-CEO Joseph Chalom refers to as The ETH Opportunity... FYI, Joe is the former Head of Digital Assets Strategy at BlackRock, who drove the creation of IBIT, ETHA, and BUIDL. "The more assets and transactions that are secured on the Ethereum network, have been proven to increase the value of ETH..." "If you look at the last 5 years, for each $2 secured on the network, on Ethereum and the L2s, it's driven about $1 of market cap value of Ethereum [ETH]..." "And if you take a step back and say stablecoins are at this size today, but Treasury Secretary Scott Bessent says it's gonna grow to a trillion over the next 3 years, if you look at the adoption of RWAs, which is in the first inning and can literally go j-curve, the value of tokenized assets which could be measured in the trillions or tens of trillions... they are gonna be secured by a decentralized network. We believe the vast majority is gonna be Ethereum. That is a bull case for ETH..." "If more assets are secured on the Ethereum network, the value of ETH will go up, and the value of it being a trust commodity, the highest value of money, is gonna be critically important if you believe we are at a paradigm shift, and that's what I call the ETH opportunity. It's not a trade, it's an ETH opportunity." "And for all of those who feel like they missed the early days of crypto, you are at still a very early entry point in the adoption of Ethereum and that is the long term ETH opportunity, not the ETH trade." ACCELERATE ๐Ÿš€

DeFi Dad โŸ  defidad.eth

259,949 gรถrรผntรผleme โ€ข 1 yฤฑl รถnce