| # Fine-tuning Details | |
| "nielsr/dinov2-base" # pre-trained model from which to fine-tune | |
| "Graphcore/vit-base-ipu" # config specific to the IPU (Used POD4) | |
| Using: [https://github.com/graphcore/Gradient-HuggingFace/tree/main/image-classification](https://github.com/graphcore/Gradient-HuggingFace/commit/826b72cba150be52e7420a3440a31e3096b73c78) | |
| Poplar SDK: v3.2.1 | |
| Dataset: | |
| load a custom dataset from local/remote files or folders using the ImageFolder feature | |
| option 1: local/remote files (supporting the following formats: tar, gzip, zip, xz, rar, zstd) | |
| url = "https://madm.dfki.de/files/sentinel/EuroSAT.zip" | |
| files = list(Path(dataset_dir).rglob("EuroSAT.zip")) | |