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.
laion/CLIP-ViT-B-16-CommonPool.
json and populate the target folder. yaml.
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SAMPLE_ID (int64) URL (string) TEXT (string) HEIGHT (int64) WIDTH (int64) LICENSE (string) NSFW (string) similarity (float64).
Easily turn large sets of image urls to an image dataset. Use img2dataset to download subsets of this. .
tool_download_face_targets.
g. 85 billion images, that is used to feed Stable Diffusion and Google’s Imagen. .
Organization Card About org cards https://laion. a 10TB webdataset with 256x256 images, captions and metadata.
An independent analysis of a 12 million-strong sample of the dataset found that nearly half the pictures contained were.
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. Cropping and resizing happens here.
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Laion5B high-resolution.
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. .
Closed.
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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.
py - The original file used to generate the source.
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yaml.
Generative models, such as DALL-E, Midjourney, and Stable Diffusion, have societal implications that extend beyond the field of computer science.