Abstract: Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy across ...
Whenever you launch a game for the first time and head to the graphics settings menu, you may have noticed how it has already made most of the decisions for you. Things like texture quality, shadows, ...
In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
This project provides a minimal, easy-to-understand codebase for fine-tuning Large Language Models. Our core philosophy is to explain complex optimization techniques with the simplest possible code.
Abstract: Input uncertainty in the simulation output is caused by the estimation error in the input models of the simulator due to finiteness of the data from which ...
References Hugging Face Optimum -- Source implementation of the FX optimization framework Optimum Documentation -- Official docs torch.fx Overview -- PyTorch FX documentation FX Graph Mode ...