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
E5-RTraining data for e5-R-mistral-7b. Code is here.
AOPS_Full_Verified_e5periphery-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.AOPS_Full_Verified_e5_5678910screwdriver_attach_panel_rs_080125_4_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 976,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_4_e5.robustness_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch",
"total_episodes": 21,
"total_frames": 8703,
"total_tasks": 1,
"total_videos": 42,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:21"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/nduque/robustness_e5.wikipedia-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.Keyword_Doc_intfloat_multilingual_e5vietnamese-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.
screwdriver_attach_panel_rs_080125_17_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_17_e5.screwdriver_panel_ls_080225_1_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 1220,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_panel_ls_080225_1_e5.screwdriver_panel_ls_080225_5_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 1220,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_panel_ls_080225_5_e5.occluded-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.screwdriver_panel_center_080225_14_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 1220,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_panel_center_080225_14_e5.screwdriver_attach_panel_rs_080125_35_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 979,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_35_e5.koch_screwdriver_attach_orange_panel_ls_8_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/koch_screwdriver_attach_orange_panel_ls_8_e5.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-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.screwdriver_attach_panel_rs_080125_25_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 977,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_25_e5.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.screwdriver_attach_panel_rs_080125_32_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_32_e5.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.africa-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.koch_screwdriver_attach_orange_panel_17_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 816,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/koch_screwdriver_attach_orange_panel_17_e5.koch_screwdriver_attach_orange_panel_ls_3_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 977,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/koch_screwdriver_attach_orange_panel_ls_3_e5.screwdriver_attach_panel_rs_080125_19_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 979,
"total_tasks": 1,
"total_videos": 15,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_19_e5.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.africa-comoros-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Comoros 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 Comoros 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-comoros-cross-gender-ties-e5682459.