datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
wiki_dpr_e5wiki_dpr encoded with intfloat/e5-base-v2
AOPS_Full_Verified_e5E5-RTraining data for e5-R-mistral-7b. Code is here.
periphery-aviser-e5justicio-BOE-A-1978-31229-constitucion-by-articles-qa-multilingual-e5-large-groq_llama3_70b-sas
Dataset summary
It is an end-to-end evaluation dataset (using SAS metric) for Justicio.
Domain: Legal, Law, Spanish Constitution
Language: Spanish
SAS summary
The concept of Semantic Answer Similarity refers to the evaluation of the semantic similarity between the generated answer and the ground truth. The score ranges from 0 to 1. A higher score indicates a better match between the generated answer and the ground truth.
Justicio summary
Justicio is a… See the full description on the dataset page: https://huggingface.co/datasets/dariolopez/justicio-BOE-A-1978-31229-constitucion-by-articles-qa-multilingual-e5-large-groq_llama3_70b-sas.vietnamese-evidence-corpus-embeddings-e5-large-v3
Vietnamese Evidence Corpus Embeddings
Normalized passage embeddings for Loctran123/vietnamese-evidence-corpus-chunked-e5-v3, generated with
intfloat/multilingual-e5-large.
Rows: 53,114
Embedding dimension: 1024
Embedding dtype: float32
Input: `passage: {title}
{text}`
Inputs truncated to 512 tokens before embedding
Deduplicated before embedding by normalized content_hash
Provenance retained for duplicate content
L2 normalized: yes
Parquet shards: 11
Use query: for… See the full description on the dataset page: https://huggingface.co/datasets/Loctran123/vietnamese-evidence-corpus-embeddings-e5-large-v3.AOPS_Full_Verified_e5_5678910wikipedia-embeddings-cs-e5-baseThis dataset contains the Czech subset of the wikimedia/wikipedia dataset. Each page is divided into paragraphs, stored as a list in the chunks column. For every paragraph, embeddings are created using the intfloat/multilingual-e5-base model.
Usage
Load the dataset:
from datasets import load_dataset
ds = load_dataset("karmiq/wikipedia-embeddings-cs-e5-base", split="train")
ds[1]
{
'id': '1',
'url': 'https://cs.wikipedia.org/wiki/Astronomie',
'title': 'Astronomie'… See the full description on the dataset page: https://huggingface.co/datasets/karmiq/wikipedia-embeddings-cs-e5-base.v3_msmarco_parallelai_e5qwen7b_6intent_claim_degradevietnamese-evidence-corpus-embeddings-e5-large
Vietnamese Evidence Corpus Embeddings
Normalized passage embeddings for Loctran123/vietnamese-evidence-corpus-chunked, generated with
intfloat/multilingual-e5-large.
Rows: 52,605
Embedding dimension: 1024
Embedding dtype: float32
Prefix: passage:
L2 normalized: yes
Parquet shards: 11
Use query: for claims/queries and normalize query vectors before cosine or
inner-product retrieval. The chunk_id column is the stable join key back to
the source corpus.
Keyword_Doc_intfloat_multilingual_e5occluded-vegetables-in-packed-fridge-rt-detr-detection-next-pack-e522b0f8-7563b26f
Occluded Vegetable Detection in Packed Fridge
Training dataset of packed refrigerator scenes with partially occluded vegetables, rendered to fine-tune an RT-DETR object detection model for improved detection under heavy occlusion.
This dataset mirrors public data-pack render outputs from Physicl.
Each row represents one render view. The image column contains a stable URL to the primary render image uploaded under /data; image_path stores the relative repository path and… See the full description on the dataset page: https://huggingface.co/datasets/physicl-test/occluded-vegetables-in-packed-fridge-rt-detr-detection-next-pack-e522b0f8-7563b26f.fineweb-all-domain-e5v2-rat1is1fineweb_v1_msmarco_parallelai_e5qwen7b_6intent_claim_degradevietnamese-evidence-corpus-chunked-e5-v3
Vietnamese Evidence Corpus - Chunked
Chunked evidence corpus prepared for multilingual information retrieval,
retrieval-augmented generation, and fact-checking experiments.
Statistics
Chunked with multilingual-E5 token budget
Prefix-aware chunking using `passage: {title}
`
Sentence-aware overlap to preserve local context
Main fields
chunk_id, doc_id, chunk_index
token_start, token_end, token_count
title, text, summary
source, source_type… See the full description on the dataset page: https://huggingface.co/datasets/Loctran123/vietnamese-evidence-corpus-chunked-e5-v3.africa-madagascar-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Madagascar official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-cross-gender-ties-e5682459.e5_englishEnglish subset of the E5 training mixture, with per-source instructions from
LLM2Vec Table 8 (arXiv 2404.05961).
Columns: anchor, positive, negative, source, instruction, symmetric
symmetric marks sources where the instruction applies to both sides
(allnli, quora_duplicates); elsewhere it applies to the anchor only.
africa-sao-tome-and-principe-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-e5682459.vietnamese-evidence-corpus-embeddings-e5-large-v2-r1
Vietnamese Evidence Corpus Embeddings
Normalized passage embeddings for Loctran123/vietnamese-evidence-corpus-chunked-e5-v2, generated with
intfloat/multilingual-e5-large.
Rows: 63,873
Embedding dimension: 1024
Embedding dtype: float32
Prefix: passage:
L2 normalized: yes
Parquet shards: 13
Use query: for claims/queries and normalize query vectors before cosine or
inner-product retrieval. The chunk_id column is the stable join key back to
the source corpus.
africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-e537b751
Flood: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (DRC official open data)
157 rows - 1 Africa country - 2000-2018 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Flood: Hazard Data for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-e537b751.pack-32q-of-my-project-eq7o59-e5aee3c7
RT-DETR Living Room Transparent Object Detection Eval
Evaluation dataset qualifying RT-DETR's ability to detect scattered objects across a living room scene, with emphasis on transparent objects. 5 renders at 640x640 staged in a home living room under morning light, with albedo, metric depth, attenuation and material-index passes plus per-frame bounding-box annotations.
This dataset mirrors public data-pack render outputs from Physicl.
Each row represents one render view. The… See the full description on the dataset page: https://huggingface.co/datasets/physicl-test/pack-32q-of-my-project-eq7o59-e5aee3c7.africa-namibia-fao-eve-global-flood-monitoring-system-e52a4c01
FAO EVE Global Flood Monitoring System | Africa (Namibia official open data)
26,392 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-fao-eve-global-flood-monitoring-system-e52a4c01.wikipedia-longest-stride-chunked-500-embed-intfloat-multilingual-e5-base
Wikipedia-Longest-Stride-Chunked-500-Embed-intfloat-multilingual-e5-base
This is the embed processed version of Wikipedia-Longest-Stride-Chunked-500 HF Dataset.
Computational Resources
Used Computational Resources : Colab Pro+ H100 Instance
Total Consumed Time : 24h
Dataset processing
train : 974720 sequences, (1 ~ 512) range length of intfloat/multilingual-e5-base embeddings.
test, val : each 1000 sequences, (1 ~ 512) range length of intfloat/multilingual-e5-base embeddings.… See the full description on the dataset page: https://huggingface.co/datasets/enzoescipy/wikipedia-longest-stride-chunked-500-embed-intfloat-multilingual-e5-base.wikipedia-longest-salami-chunked-500-embed-intfloat-multilingual-e5-baseafrica-equatorial-guinea-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Equatorial Guinea official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-cross-gender-ties-e5682459.true-towel-e5a57b
true-towel-e5a57b
Synthetic sensors test data: 33 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Cobalt-Charles/true-towel-e5a57b.africa-lesotho-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Lesotho official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-cross-gender-ties-e5682459.justicio-BOE-A-1978-31229-constitucion-by-articles-qa-multilingual-e5-large-groq_llama3_70b_8192v3_dbpedia_real_corpus_e5qwen7b_qdbp_only_claim_degrade
v3 DBpedia Real Corpus qDBP Claim Degrade
Synthetic qDBP queries from Nithish2410/v3_dbpedia_parallelai_e5qwen7b_qdbp_only_claim_degrade, expanded locally to 6,000 balanced qDBP queries, reranked against the real DBpedia corpus from harisarang/benchmark-dbpedia.
Contents
train.jsonl: 6,000 queries with 100 Qwen-reranked DBpedia targets each.
items.jsonl: 4,635,922 real DBpedia title/text documents.
Rerank Setup
Query source: synthetic qDBP query… See the full description on the dataset page: https://huggingface.co/datasets/Nithish2410/v3_dbpedia_real_corpus_e5qwen7b_qdbp_only_claim_degrade.africa-algeria-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Algeria official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Algeria as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-algeria-cross-gender-ties-e5682459.