A digital marketplace for Inference and Compute Verification on the Bittensor network and beyond.
Designed by Inference Labs
Omron serves as a dynamic hub, connecting users to specialized services within Bittensor subnets. Enabling access to diverse offerings like data, computational tasks, and complex analyses, while Omron ensures the origins of AI outputs are cryptographically verified through zero-knowledge proofs.
At the heart of Omron is the world's largest decentralized zero-knowledge (ZK) proving cluster. This cluster consists of a decentralized network that uses ZK proofs to verify computations without revealing underlying data, ensuring privacy and security while maintaining computational integrity.
Contribution to the Omron Subnet sparks a catalyst within subnet ecosystems: miners are incentivized to offer zero-knowledge computational services, while consumers access a rich suite of resources to elevate their endeavors.
Visit Omron.ai and connect your wallet.
Explore diverse subnets to find specialized services tailored to your needs.
Select the subnet commodity you require to fulfill your data and service requests. Omron automatically picks the optimal validator and confirms the results.
Use Omron as your bridge between the best Bittensor subnets and your on-chain infrastructure.
Value exchange is abstracted away and happens atomically. Once Inference requests are verified, payment is automatically remitted to the miner which completed the task.
Receive an API key for direct access to the validator's services or data.
Subnets within the Bittensor ecosystem can democratize their valuable intelligence through Omron. Connect with our team via Discord to learn more about the integration process.
Omron is a marketplace for inference verification, enhancing the Bittensor ecosystem (and that of the individual subnets within it) with cryptographically verified AI outputs. Rather than relying on trust in any individual miner or validator, one has certainty in their computations and require no other details
Omron will remain proving system agnostic.
As of today, Omron supports Circom with Groth16. Previous frameworks include halo2 based on the ezkl framework. The landscape of proving systems is changing rapidly, if you are working on the latest and greatest, please do not hesitate to reach out! We wish to contribute!
Validators act as a gateway to miners, handling and directing requests to miners from the outside world. Validators keep miners honest, scoring them by their overall efficiency and ability to increase the performance of any proving system. Validators also keep eachother honest with Yuma consensus. In a post dTAO environment the Validator role will change for SN2. Reach out if you are interested in our plans.
Any entity requiring cryptographic proof for their computations can leverage Omron as a proving and acceleration cluster, optimizing their circuits and low level code, rapidly producing cryptographically proven outputs. This allows for trustlessly initiating an inference on one blockchain and verifying the resulting message on another without relying on external validation models. Omron's Proofs of Inference are already utilized by Inference Labs partners, including the Benqi protocol and TestMachine, ensuring secure and efficient verification across multiple platforms.
Bittensor's data markets are experiencing explosive growth, processing millions of images daily and managing over 700 million rows of social media content, price predictions, and some of the world's largest public multi-modal datasets. Emerging subnets are introducing a diverse range of digital commodities, including high-performance LLMs, advanced model optimization, and cutting-edge AI compute solutions.
Getting started mining on SN2 is as simple as cloning our repo and follow the setup instructions. Once you are registered on SN2 requests from validators will start flowing in!
It is recommended to start on testnet as mainnet is very competitive!
Omron provides direct incentive to miners participating in the network to respond with a proof in the fastest time possible while maintaining a 100% proof verification rate. Through this incentive mechanism, miners have been able to reduce proving times by over 65% across all circuits.A blog post detailing the accomplishments Omron has made during it’s first months can be found here.
Inference Labs developed Omron to empower AI operators and democratize model confidentiality and inference verification using zero-knowledge cryptography. This allows Omron to produce cryptographic proofs of verifiable origin while providing confidentiality within a decentralized and secure ecosystem.
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