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Introducing the OpenGradient Model Hub

October 24, 2024
1 Min read
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We are excited to launch the OpenGradient Model Hub, a groundbreaking decentralized platform for sharing, hosting, and managing open-source AI models. The Model Hub is now live, empowering developers and researchers to publish, discover, and utilize AI models using a seamless web portal UI with direct integration into OpenGradient’s blockchain network.

Challenging Traditional AI Platforms

The Model Hub represents a significant leap forward in decentralized AI infrastructure, providing a decentralized and community-driven alternative to centralized model repositories. With this platform, AI practitioners can now publish their models on-chain, ensuring immutability and transparent version control while leveraging blockchain technology for fair attribution, verifiable inference, and potential tokenized incentives.

One of OpenGradient’s core missions is to democratize access to any and all AI models with decentralized infrastructure. “With the OpenGradient Model Hub, we're bringing the ethos of Web3 to AI model distribution – decentralized, transparent, and community-driven. This is a crucial step towards increasing accessibility to AI and fostering open innovation while providing a seamless Web2 experience that makes model deployment as easy as possible", commented our CEO Matthew Wang.

Key Features

Key features of the OpenGradient Model Hub include:

  1. Decentralized Model Storage: Leveraging peer-to-peer decentralized storage of model weights and metadata files.

  2. Web2 UI: Familiar and intuitive user experience via a web portal, abstracting blockchain complexities.

  3. Permissionless Access: Users can freely contribute, audit, or access any AI model.

  4. OpenGradient Network Integration: Seamless deployment of models on-chain for verifiable inference using OpenGradient's scalable blockchain infrastructure.

Users can explore trending models and search models by category such as LLM, Text Generation, Text Classification, Sybil Prediction, AMM Dynamic Fee, and more.

Get Started

  • Browse - To browse all available models, visit hub.opengradient.ai/models.

  • Use - Models uploaded to the Model Hub can be used directly on the OpenGradient network either through native smart contracts or through our Python SDK.

  • Manage - Models on OpenGradient are managed through individual model repositories. As models evolve, a repository allows multiple versions and iterations of the same model to be published and consumed without breaking existing consumers.

With the recent launch of OpenGradient’s blockchain devnet, proprietary library NeuroML, and the OpenGradient SDK, the Model Hub now provides a user-friendly web portal for developers to interact with our revolutionary decentralized AI infrastructure. AI practitioners and developers, embark on your decentralized AI journey at the OpenGradient Model Hub!

Learn more at Model Hub Documentation.

Gain more insights at OpenGradient Blog.

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