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 ...

Models supported: SDXL, Flux, LTX-Video, HunyuanVideo (t2v), Cosmos, Lumina Image 2.0, Wan2.1 (t2v and i2v), Chroma, HiDream, Stable Diffusion 3, Cosmos-Predict2 ...

Formal letters are an important part of the professional communication. Having a comprehensive knowledge of the formal letter format and structure will help you in structuring one efficiently. The ...

A strong legal writing sample is essential for attorneys today. It often gives employers their first look at how you analyze issues, organize arguments, and communicate with clients and courts.

Byzantine Emperor Theophilos and his court, as depicted in the Skylitzes Chronicle. Credit: Skylitzes Chronicle, Wikimedia Commons, Public Domain. Greek minuscule is a style of Greek handwriting that ...

Editor’s note: This work is part of AI Watchdog, The Atlantic’s ongoing investigation into the generative-AI industry. The Common Crawl Foundation is little known outside of Silicon Valley. For more ...

AI writing’s cadence isn’t just clipped and dramatic. It makes everything feel like the world is ending – and it is exhausting to read. Six months ago, you could spot AI-generated text by its polished ...

Here’s how a Starbucks SBUX-1.70%decrease; red down pointing triangle visit is supposed to go today: You walk in the door and the barista looks you in the eye, smiles and says, “Welcome to Starbucks.” ...

What if you could train massive machine learning models in half the time without compromising performance? For researchers and developers tackling the ever-growing complexity of AI, this isn’t just a ...