talking about being permission-less. live from italy. starts soon. https://www.youtube.com/watch?v=FyDHScDbyuA
To protect privacy and interpretability we need pre-training, fine-tuning and deployment of models without permission. https://arxiv.org/abs/2404.15834
Good morning
Introducing #FEDSTR, A Decentralized Marketplace for Federated Learning and LLM Training on the NOSTR Protocol
We propose an approach that builds upon the existing protocol structure with end goal a decentralized marketplace for federated learning and LLM training. The concept is similar to that of data vending machines; the service providers receive parts of a dataset and they return a trained AI model on the input data. An instance of such implementation, involves job chaining and multiple communication rounds between the customer and service providers. The optimization algorithms include the classical federated learning and the Distributed Low Communication algorithm (DiLoCo) for training LLMs (in a synchronous fashion). We propose validation rules for every job output (or job feedback) to ensure accurate computation before finalizing payments. An application of #FEDSTR could be nostr:npub17304velluajf6lylvjynpj2f3ndg396w063gj2gef5qk0nwtcyjqfj9yky, when the training of the AI model is executed by vending machines.
Feedback and comments are greatly appreciated. A preprint of our work is available: https://tinyurl.com/fedstr
nostr:npub1l2vyh47mk2p0qlsku7hg0vn29faehy9hy34ygaclpn66ukqp3afqutajft nostr:npub1s0veng2gvfwr62acrxhnqexq76sj6ldg3a5t935jy8e6w3shr5vsnwrmq5 nostr:npub1dergggklka99wwrs92yz8wdjs952h2ux2ha2ed598ngwu9w7a6fsh9xzpc nostr:npub1az9xj85cmxv8e9j9y80lvqp97crsqdu2fpu3srwthd99qfu9qsgstam8y8 nostr:npub10p5gc8ehreaey0v4x6xf9xxv5pkpas9gn65f02scr0tqpygjrl4q2900zw
#introductions
Is there a public relay that supports NIP-90? #asknostr #relays #nostr
Is the nip 05 enabled for my profile?can you see it? I donated through iris to support the developers but I am not sure if it works… anyway to obtain the handler? #asknostr #iris
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😂
