Rakis
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Rakis
Overview :
Rakis is a fully browser-based decentralized inference network. Leveraging blockchain technology, it allows nodes to request and share AI model inference results, enabling distributed execution of AI models without relying on servers. By utilizing browsers as nodes and supporting WebGPU compatible platforms, Rakis empowers ordinary users to participate in AI model inference. The project is open-source, emphasizing transparency and verifiability, aiming to address the challenges of determinism, scalability, and security in decentralized AI inference.
Target Users :
Rakis targets developers, AI researchers, and users interested in decentralized technology. It caters to those seeking solutions to run AI models without centralized servers, as well as tech enthusiasts who want to contribute to the development and maintenance of decentralized networks.
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Use Cases
Developers utilize Rakis to deploy AI chatbots in the browser
AI researchers leverage Rakis for distributed model training and testing
Tech enthusiasts contribute to the building and maintenance of the decentralized network through Rakis
Features
Supports running large language models for AI inference in the browser
Nodes can receive inference requests from the blockchain or other nodes
Results are formed through consensus using embedding and hashing
Utilizes an embedding-based consensus mechanism and a commit-reveal system
Supports adjusting the security framework to meet the needs of different application scenarios
Open-source project, providing detailed documentation and community support
Supports running on different devices, including mobile and desktop
How to Use
Visit the Rakis website to learn about the project background and features
Read the open-source documentation to understand how to set up and run a Rakis node in your browser
Adjust the security framework parameters as needed to suit different application scenarios
Run AI models on WebGPU compatible platforms to contribute to the network's inference capacity
Submit inference requests and observe the consensus formation process within the network
Participate in community discussions to provide feedback and suggestions for the project's development
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