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this is a subset of the wikimedia/wikipedia dataset code for creating this dataset :
from datasets import load_dataset, Dataset
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("mixedbread-ai/mxbai-embed-large-v1")
# load dataset in streaming mode (no download and it's fast)
dataset = load_dataset(
"wikimedia/wikipedia", "20231101.en", split="train", streaming=True
)
# select 3000 samples
from tqdm import tqdm
data = Dataset.from_dict({})
for i, entry in enumerate(dataset):
# each entry has the following columns
# ['id', 'url', 'title', 'text']
data = data.add_item(entry)
if i == 3000:
break
# free memory
del dataset
# embed the dataset
def embed(row):
return {"embedding" : model.encode(row["text"])}
data = data.map(embed)
# push to hub
data.push_to_hub("not-lain/wikipedia-small-3000-embedded")
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