Aug 10, 2022 · Download PDF Abstract: Web-crawled datasets have enabled remarkable generalization capabilities in recent image-text models such as CLIP (Contrastive Language-Image pre-training) or Flamingo, but little is known about the dataset creation processes.
json and populate the target folder. yaml.
SAMPLE_ID (int64) URL (string) TEXT (string) HEIGHT (int64) WIDTH (int64) LICENSE (string) NSFW (string) similarity (float64).
g. 85 billion images, that is used to feed Stable Diffusion and Google’s Imagen. .
An independent analysis of a 12 million-strong sample of the dataset found that nearly half the pictures contained were.
. Cropping and resizing happens here.
which in config_rl.
We describe the. Hugging Face. Natl.
This repository can be run on. This is the repo of LAION, a non-profit organization to liberate machine learning research, models and datasets. Generative models, such as DALL-E, Midjourney, and Stable Diffusion, have societal implications that extend beyond the field of computer science. The LAION-AI/Open-Assistant github repository aims to provide a diverse and accessible collection of datasets that can be used to train OpenAssistant models. .
2 days ago · Large Language Models (LLMs), such as BERT and GPT-based models like ChatGPT, have recently demonstrated their impressive capacity for learning language representations, yielding significant benefits for various downstream Natural Language Processing (NLP) tasks.
Generative models, such as DALL-E, Midjourney, and Stable Diffusion, have societal implications that extend beyond the field of computer science.