Datasets:
File size: 940 Bytes
9102283 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | import os
from datasets import load_dataset
def load_hf_jsonl_dataset(dataset_id: str, train_glob: str, val_file: str):
"""
Loads JSONL files stored in a HF *dataset repo*.
Example:
dataset_id="Chamaka8/serendip-cpt-sinhala"
train_glob="data/raw/train_shards/train_*.jsonl"
val_file="data/raw/val.jsonl"
"""
train_files = [f"hf://datasets/{dataset_id}/{train_glob}"]
val_files = [f"hf://datasets/{dataset_id}/{val_file}"]
ds_train = load_dataset("json", data_files={"train": train_files}, split="train")
ds_val = load_dataset("json", data_files={"validation": val_files}, split="validation")
return ds_train, ds_val
def load_local_shards(train_glob: str, val_path: str):
ds_train = load_dataset("json", data_files={"train": [train_glob]}, split="train")
ds_val = load_dataset("json", data_files={"validation": [val_path]}, split="validation")
return ds_train, ds_val
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