Imaging · dataset · 2026
apple/DFNDR-12M
Listed in Hugging Face Datasets
Dataset Card for DFNDR-12M This dataset contains synthetic captions, embeddings, and metadata for DFNDR-12M.
Description
The metadata has been generated using pretrained image-text models on DFN-12M, a uniformly sampled subset of 12.8M samples from DFN-2B. For details on how to use the metadata, please visit our ml-mobileclip repository.
For code to generate multi-modal reinforced datasets at large scale see ml-mobileclip-dr repository. A BFloat16 version of this dataset is available at… See the full description on the dataset page: huggingface.co/datasets/apple/DFNDR-12M.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/apple/DFNDR-12M ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2309.17425 arxiv.org/abs/2309.17425 ↗
publication · from Hugging Face
- arXiv:2508.20691 arxiv.org/abs/2508.20691 ↗
publication · from Hugging Face
- arXiv:2311.17049 arxiv.org/abs/2311.17049 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/apple/DFNDR-12M ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image to text · text to image
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | apple/DFNDR-12M | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:image-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-to-image | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |