Need any help here?

[Mamiglia]

Hi all!

I recently got interested in model merging and I believe it's a really interesting and promising field of Deep Learning. I really like the vibe of your library and I would like to contribute, possibly by implementing new ways for model merging.

For example, I see that zipit and git-rebasin are still work-in-progress so maybe I could help with that? This field is expanding very fast, so maybe I can start implementing something new?

• Relative Representations merging https://arxiv.org/abs/2209.15430
• Model Ratatouille https://arxiv.org/abs/2212.10445
• Gradient Based matching https://arxiv.org/abs/2310.12808
• Sinkhorn rebasin https://arxiv.org/abs/2212.12042
• Task Arithmetics but in the tangent space https://arxiv.org/abs/2305.12827

As part of my involvement, I must disclose that this endeavor aligns with a project I am undertaking as part of the M.Sc. Data Science program at Sapienza University.

[shamanez]

This is awesome and we can further have a chat about this and plan when you are free. Shall we arrange a meeting shamane@arcee.ai ?