| task_categories: | |
| - image-classification | |
| license: cc-by-nc-4.0 | |
| https://github.com/NNNNAI/VGGFace2-HQ | |
| ## Bounded streaming | |
| `datasets==5.0.0` does not execute loading scripts from the Hub. Clone code and | |
| metadata without downloading Git LFS objects, then import the loader directly: | |
| ```shell | |
| GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/ProgramComputer/VGGFace2-HQ | |
| ``` | |
| Pin both data revisions when constructing the stream: | |
| ```python | |
| from VGGFace2_HQ import load_streaming | |
| dataset = load_streaming( | |
| "train", | |
| revision="ee41c3e64981063524744286b468e739190cfbed", | |
| raw_revision="ad5f6b5a5f560621fd7efb9b79c956d27d427a08", | |
| cache_dir="/bounded/cache", | |
| scratch_dir="/bounded/scratch", | |
| ) | |
| first_record = next(iter(dataset)) | |
| ``` | |
| ZIP shards use bounded HTTP-range reads. A full-shard scratch fallback is | |
| disabled unless `allow_full_shard_fallback=True` is passed with explicit byte | |
| limits. | |