Open rickstaa opened 2 weeks ago
@stronk-dev, as discussed, I've assigned this bounty to you since you've already done most of the preliminary work. Thanks again for taking this on and relieving the workload for my team 🙏🏻. If you have any questions or need further clarification, please don't hesitate to reach out.
Overview
Our current AI subnet T2I and I2I pipelines only support inference on base models, but we know there's more potential to unlock. Fine-tuning methods like LoRA and Dreambooth allow researchers to build on these base models and adapt them for specific use cases. With our team focused on main subnet core development improvements, we're turning to the builders in the community to take on the exciting challenge of adding support for LoRA to the I2I and T2I pipelines 🔧.
Why LoRA first? Compared to Dreambooth, LoRA is more suited for efficient domain adaptation, while Dreambooth excels in highly specific personalization tasks. By integrating LoRA, we aim to provide developers with more flexible models and give orchestrators a more diverse range of income opportunities, as LoRA can be dynamically downloaded and layered on top of existing base models advertised by orchestrators.
This is a significant improvement that benefits both developers and orchestrators. Are you up for the challenge? If you're ready to take on this important task, let us know below, and we will assign you. Let's enhance our pipelines together and push the boundaries of what's possible! 🌟
Required Skillset
Bounty Level: advanced
Bounty Requirements
Bounty Requirements
To successfully complete this bounty, the participant should:
This bounty does NOT include:
Implementation Tips
runner/gen_openapi.py
file to generate the updated OpenAPI spec.make
command to generate the necessary go-livepeer bindings, ensuring your implementation works seamlessly with the go-livepeer repository.How to Apply
Thank you for your interest in contributing to our project 💛!