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Key Milestones

ZKML, OPML, opp/ai, IMO

The ORA team has been tirelessly publishing research and shipping developer tools, read about our key milestones here:

  • Developed Keras2Circom: The pioneering zero-knowledge machine learning (zkML) framework, outperforming other leading zkML frameworks according to benchmarks by the Ethereum Foundation.

  • Introduced opML: A novel fraud-proof mechanism enabling the verification of large AI models directly on-chain. Read the research paper.

  • Invented opp/ai: The first combined opML and zkML framework, offering both the scalability of opML and the guarantees of zkML. Read the research paper.

  • Pioneered Verified Inference for Stable Diffusion: Achieved verified inference for Stable Diffusion on-chain, paving the way for bringing verifiable AI-generated content into the blockchain ecosystem.

  • Integrated the First Large Language Model (LLM) Onchain: Successfully brought LlaMA2-7B outputs on-chain, making advanced AI models accessible within blockchain applications.

  • Launched the First AI Model Tokenization: Introduced tokenizing AI models to fund open-source development, launching the first tokenized model $OLM based on OpenLM through Initial Model Offerings (IMOs).

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