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| from datasets import Dataset, DatasetDict | |
| import pandas as pd | |
| train_ratio = 0.9 | |
| tdf = df.sample(frac=train_ratio, random_state=14) | |
| vdf = df.drop(tdf.index) | |
| tds = Dataset.from_pandas(tdf, preserve_index=False) | |
| vds = Dataset.from_pandas(vdf, preserve_index=False) | |
| ds = DatasetDict() | |
| ds['train'] = tds | |
| ds['validation'] = vds | |
| ds.push_to_hub("account/dataset_name", private=True) |
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