food101 dataset is unavailable to load

[Jaesung-Jun]

finetuning_setup.py line 188 vl-food101 huggingface repository is unavailabled.

-> https://huggingface.co/datasets/visual-layer/vl-food101

# https://github.com/VijayLingam95/SVFT/blob/0a48573ada0a1c7c77a9c5b857850fdcda51cdfc/vision_experiments/finetuning_setup.py#L186C1-L191C2

DATASET_NAME_TO_URL = {
    "cifar100": "cifar100",
    "food101": "visual-layer/vl-food101",
    "flowers102": "dpdl-benchmark/oxford_flowers102",
    "resisc45": "timm/resisc45",
}

need to modify code to below.

# https://github.com/VijayLingam95/SVFT/blob/0a48573ada0a1c7c77a9c5b857850fdcda51cdfc/vision_experiments/finetuning_setup.py#L186C1-
DATASET_NAME_TO_URL = {
    "cifar100": "cifar100",
    # "food101": "visual-layer/vl-food101",
    "food101": "ethz/food101", # Modified
    "flowers102": "dpdl-benchmark/oxford_flowers102",
    "resisc45": "timm/resisc45",
}
...
# https://github.com/VijayLingam95/SVFT/blob/0a48573ada0a1c7c77a9c5b857850fdcda51cdfc/vision_experiments/finetuning_setup.py#L209-L214
    elif dataset_name == "food101":
        dataset_url = DATASET_NAME_TO_URL[dataset_name]
        dataset = load_dataset(dataset_url, split="train")
        # dataset_test = load_dataset(dataset_url, split="test")
        dataset_test = load_dataset(dataset_url, split="validation") # Modified
        dataset_train, dataset_val = sampled_balanced_train_val(dataset)
        return dataset_train, dataset_val, dataset_test