Dataset · Hugging Face

capemox/denseon-pretrain-50m

Name: denseon-pretrain-50m
Creator: capemox
License: apache-2.0
Keywords: source_datasets:lightonai/embeddings-pre-training-curated, language:en, license:apache-2.0, size_categories:10M<n<100M, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, embeddings, retrieval, sentence-transformers, pretrain

denseon-pretrain-50m 50 million (query, document) pairs uniformly randomly sampled from lightonai/embeddings-pre-training-curated (665M total) across all 34 source subsets. Sampling strategy Each subset contributes pairs proportional to its size in the full corpus. Pairs are selected by uniform Bernoulli sampling (seed 42) — NOT filtered by similarity score — preserving the full quality range including hard positives. Schema Column Type… See the full description on the dataset page: https://huggingface.co/datasets/capemox/denseon-pretrain-50m.

View on Hugging FaceReport an issue

Author / organization	capemox
License (as declared)	apache-2.0
Downloads	162 (as reported by Hugging Face)
Likes	1
Created	28 May 2026
Last updated at source	29 May 2026

embeddingsretrievalsentence-transformerspretrain

Embed this entry

<iframe src="https://silytics.si/embed/item/084c5ae3-6a75-498a-8d85-85336c039f6c" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Popularity, last 3 days

162 now (+17 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

More from capemox

capemox/lid201_data_subset_1500Dataset

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 18 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.