Name of Project: Pytorch NFT checkpoint
Proposal in one sentence: A custom pytorch NFT-checkpoint that hashes the current network weights, some metadata (data, accuracy, etc…) and your eth address (could be turned into some kind of standard later) every N epoch, which proves who did the network training.
This NFT could represent a tradable license of some sort.
Description of the project and what problem is it solving: Trying to determine who actually did the training of a machine learning model is currently very hard. Looking at open-source model zoos today it is nearly impossible to determine who trained which model. The Pytorch NFT checkpoint solves this problem.
A custom NFT is generated each epoch, which proves who generated which network weights. This could be used as a badge of honor or turned into a tradable license.
Grant Deliverables:
- Working Pytorch NFT checkpoint implementation
- Easily installable for the latest Pytorch version
Funding Requested: $1000
Squad