| --- |
| license: odc-by |
| task_categories: |
| - text-classification |
| tags: |
| - safety |
| - content-moderation |
| - annotations |
| size_categories: |
| - 100M<n<1B |
| --- |
| |
| # Safety Annotations for dolma3_mix |
| |
| Safety score annotations for a 20K-shard subset of [allenai/dolma3_mix-6T](https://huggingface.co/datasets/allenai/dolma3_mix-6T) using |
| [locuslab/safety-classifier_gte-large-en-v1.5](https://huggingface.co/locuslab/safety-classifier_gte-large-en-v1.5). |
| |
| ## Schema |
| |
| | Column | Type | Description | |
| |--------|------|-------------| |
| | `id` | string | Row identifier (matches source dataset) | |
| | `safety_score` | int8 | Argmax safety class (0-5) | |
| | `safety_probs` | list[float32] | Full 6-class probability distribution | |
|
|
| ## Safety scale |
|
|
| | Score | Label | Count | Percentage | |
| |-------|-------|------:|------------| |
| | 0 | safe | 302,972,734 | 77.39% | |
| | 1 | minimal | 38,143,123 | 9.74% | |
| | 2 | mild | 32,004,998 | 8.18% | |
| | 3 | moderate | 10,592,853 | 2.71% | |
| | 4 | significant | 3,990,755 | 1.02% | |
| | 5 | severe | 3,769,706 | 0.96% | |
|
|
| ## Usage |
|
|
| This dataset contains only annotations — no text. Join on `id` with the source dataset to get text + safety scores. |
|
|
| ## Details |
|
|
| - ~600 GPU-hours on NVIDIA GH200 120GB |
| - Total unique annotations: **391,474,169** |
| - Pipeline code: [epfl-dlab/model-raising-data](https://github.com/epfl-dlab/model-raising-data) |
|
|
| ## License and attribution |
|
|
| Released under the **Open Data Commons Attribution License (ODC-BY 1.0)**, inherited from the upstream source. |
|
|
| > Contains information from [`allenai/dolma3_mix-6T`](https://huggingface.co/datasets/allenai/dolma3_mix-6T), |
| > made available under the Open Data Commons Attribution License (ODC-BY 1.0). |
|
|
| Please cite Olmo 3 ([arXiv:2512.13961](https://arxiv.org/abs/2512.13961)) and observe AI2's |
| [Responsible Use Guidelines](https://allenai.org/responsible-use). Upstream frames this data as |
| intended for research and educational use; that framing carries over here. |
|
|
