Abstract: Few-shot named entity recognition (NER) systems recognize entities using a few labeled training examples. The general pipeline consists of a span detector to identify entity spans in text ...

The development version is in the dev branch. Please check the dev branch for the latest changes. FLUX.1 and SD3/SD3.5 support is done in the sd3 branch. If you want to train them, please use the sd3 ...

Abstract: Over the past two decades, deep learning (DL) has achieved unprecedented breakthroughs across diverse application domains spanning computer vision (CV) to natural language processing (NLP).

The launcher.py script is not intended to be modified by users. This script serves as a universal entrypoint for SageMaker training jobs and handles Ray cluster setup, coordination between nodes, and ...

The scandal-buffeted journalist and author is denying rumors that she’s adapting her just-released memoir for the screen — but let’s cast it anyway. By Benjamin Svetkey and Julian Sancton, Editors ...