| | --- |
| | license: odc-by |
| | task_categories: |
| | - image-to-text |
| | dataset_info: |
| | features: |
| | - name: image |
| | dtype: image |
| | - name: image_url |
| | dtype: string |
| | - name: caption |
| | dtype: string |
| | - name: transcripts |
| | sequence: string |
| | splits: |
| | - name: train |
| | num_bytes: 370531352475.328 |
| | num_examples: 707647 |
| | download_size: 371823471116 |
| | dataset_size: 370531352475.328 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | --- |
| | |
| |
|
| | # PixMo-Cap |
| | Big thanks to Ai2 for releasing the original [PixMo-Cap](https://huggingface.co/datasets/allenai/pixmo-cap) dataset. To preserve the images and simplify usage of the dataset, we are releasing this version, which includes downloaded images. |
| |
|
| | PixMo-Cap is a dataset of very long (roughly 200 words on average), detailed captions. |
| | It can be used to pre-train and fine-tune vision-language models. |
| | PixMo-Cap was created by recording annotators speaking about an image for 60-90 seconds and then using the [Claude large language model](https://claude.ai/) to turn the audio transcripts(s) into a long caption. |
| | The audio transcripts are also included. |
| |
|
| | PixMo-Cap is part of the [PixMo dataset collection](https://huggingface.co/collections/allenai/pixmo-674746ea613028006285687b) and was used to train the [Molmo family of models](https://huggingface.co/collections/allenai/molmo-66f379e6fe3b8ef090a8ca19) |
| |
|
| | Quick links: |
| | - 📃 [Paper](https://molmo.allenai.org/paper.pdf) |
| | - 🎥 [Blog with Videos](https://molmo.allenai.org/blog) |
| |
|
| |
|
| | ## Loading |
| | ```python |
| | data = datasets.load_dataset("anthracite-org/pixmo-cap-images", split="train") |
| | ``` |
| |
|
| | ## Data Format |
| | Unlike the original release, images are included in the dataset itself. |
| |
|
| | The `transcripts` fields contains one or more audio transcripts |
| |
|
| | The `caption` field contains the caption from the LLM. |
| |
|
| | ## License |
| | This dataset is licensed by ODC-BY-1.0. It is intended for research and educational use in accordance with Ai2's [Responsible Use Guidelines](https://allenai.org/responsible-use). |
| | This dataset includes output data generated from Claude which are subject to Anthropic [terms of service](https://www.anthropic.com/legal/commercial-terms) and [usage policy](https://www.anthropic.com/legal/aup). |
| |
|
