LoRI (LoRA with Reduced Interference) is a simple yet effective variant of LoRA for fine-tuning LLMs. It freezes the projection matrices A as random projections and sparsifies B using task-specific ...

To participate, submit your response here by July 10 at 9 a.m. Eastern. This week’s winners will be announced by July 22. By The Learning Network Heeva Alavi, an Iranian-American, writes about her ...

We propose a new method called Decoupled Annealing Posterior Sampling (DAPS) that relies on a novel noise annealing process to solve posterior sampling with diffusion prior. Specifically, we decouple ...