**SimpleTuner is an open-source Python library designed for efficient fine-tuning of large language models (LLMs), particularly for consumer-grade GPUs, enabling users to adapt pre-trained models for ...

First comprehensive survey of discrete diffusion models covering theory, algorithms, and applications to non-continuous data (text, graphs, molecules).

State-of-the-art image quality with superior prompt adherence and text rendering capabilities.