The series of tutorial is based on Flow Matching Guide and CodearXiv: 2412.06264Thank you, META Flow Matching Problem Instead of learning the likelihood of the target like the

The series of tutorial is based on Flow Matching Guide and CodearXiv: 2412.06264Thank you, META Flow Models Before flow matching, flow models are hard to train, it entails sol

The series of tutorial is based on Flow Matching Guide and CodearXiv: 2412.06264Thank you, META 1 The Definition of the Velocity ODE Let’s consider a particle moving in the sp

The Beginning of Everything Today marks exactly one year since I became an amateur AI researcher. I still remember how disheartened I was with my circumstances back then. I was originally supposed to

What happens when using LoRA? It starts with the error RuntimeError: element 0 of tensors does not require grad and does not have a grad_fn when you have part of the parameter

Introduction Early in 2024, when I was still working on computer vision (CV), Mamba had just been introduced, and I saw many attempts to apply it to images. However, models like Mamba or RNN/SSM inhe

Introduction

1 Simplifying Maxwell Equations Macroscopic Maxwell equations describes any EM waves, we thus need to start from these equations to build our model in a mixed dielectric media like photonic crystals.

RLHF – GRPO ongoing

RLHF – DPO ongoing