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Introduces load_from_disk datasets #218

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Introduces load_from_disk datasets #218

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56c8d30
Introduces Local Dataset Loading Ability
nickmitchko Jul 16, 2023
1f522c5
Merge pull request #1 from nickmitchko/nickmitchko-patch-1-localdataset
nickmitchko Jul 19, 2023
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4 changes: 3 additions & 1 deletion qlora.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@
LlamaTokenizer

)
from datasets import load_dataset, Dataset
from datasets import load_dataset, Dataset, load_from_disk
import evaluate

from peft import (
Expand Down Expand Up @@ -481,6 +481,8 @@ def local_dataset(dataset_name):
full_dataset = Dataset.from_pandas(pd.read_csv(dataset_name))
elif dataset_name.endswith('.tsv'):
full_dataset = Dataset.from_pandas(pd.read_csv(dataset_name, delimiter='\t'))
elif dataset_name.endswith('/') or dataset_name.endswith('\\'):
full_dataset = load_from_disk(dataset_name)
else:
raise ValueError(f"Unsupported dataset format: {dataset_name}")

Expand Down