datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
jigsaw-toxic-comment-classification-challenge
Dataset Description
You are provided with a large number of Wikipedia comments which have been labeled by human raters for toxic behavior. The types of toxicity are:
toxic
severe_toxic
obscene
threat
insult
identity_hate
You must create a model which predicts a probability of each type of toxicity for each comment.
File descriptions
train.csv - the training set, contains comments with their binary labels
test.csv - the test set, you must predict the toxicity… See the full description on the dataset page: https://huggingface.co/datasets/thesofakillers/jigsaw-toxic-comment-classification-challenge.finepdfs_lang_classificationCobot_Magic_classification_of_tableware
Cobot_Magic_classification_of_tableware
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: agilex_cobot_decoupled_magic
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
📊 Dataset Statistics
Metric… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Cobot_Magic_classification_of_tableware.Cobot_Magic_classification_of_fruits_and_vegetables
Cobot_Magic_classification_of_fruits_and_vegetables
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: agilex_cobot_decoupled_magic
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Cobot_Magic_classification_of_fruits_and_vegetables.tabular-benchmark-797-classificationCobot_Magic_classification_of_fruits_and_vegetables_a
Cobot_Magic_classification_of_fruits_and_vegetables_a
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: agilex_cobot_decoupled_magic
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Cobot_Magic_classification_of_fruits_and_vegetables_a.mbti_classification_dataset_fullPostscis5300-text-classification
Complex Word Identification (CIS 5300)
Dataset Description
This dataset supports the Complex Word Identification (CWI) task: given a word in context, predict whether it is complex (likely to be difficult for non-native speakers, children, or people with reading disabilities) or simple.
CWI is the first step in lexical simplification — the task of rewriting text to make it more accessible. Before you can simplify a word, you need to identify which words need… See the full description on the dataset page: https://huggingface.co/datasets/CCB/cis5300-text-classification.methyl-classification
DNA Methylation Tissue Classification Dataset
Dataset Summary
Homepage: https://github.com/ylaboratory/methylation-classification
Pubmed: False
Public: True
This data resource is vast, curated reference atlas of DNA methylation (DNAm) profiles
spanning 16,959 healthy primary human tissue and cell samples profiled on Illumina 450K arrays.
Samples cover 86 unique tissues and cell types and are manually mapped to a common set of terms in the UBERON anatomical… See the full description on the dataset page: https://huggingface.co/datasets/ylab/methyl-classification.source-classifications
NuBerea Source Gold Set
Curated source-critical classifications for the Hebrew Bible, New Testament, and Septuagint — the classical concerns of source criticism (documentary strata in the Old Testament, corpus structure in the New Testament, translation traditions in the Septuagint) expressed as structured, verse-level data, together with statistical validation summaries and characteristic-vocabulary ("hallmark") term lists.
This dataset is part of the NuBerea curated corpus… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/source-classifications.composition-classifications
NuBerea Composition Classifications
A curated reference set of scholarly-consensus composition history for the biblical corpus: the traditions behind the Old Testament, Deuterocanon, New Testament, and Old Testament Pseudepigrapha, and the source-critical relationships among them (e.g. Documentary Hypothesis strands, Markan priority, canonical collection, translation into the Septuagint). The dataset is a direct transcription of established scholarship — no machine learning or… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/composition-classifications.toxicity_classification_jigsaw
Dataset info
Training Dataset:
You are provided with a large number of Wikipedia comments which have been labeled by human raters for toxic behavior. The types of toxicity are:
toxic
severe_toxic
obscene
threat
insult
identity_hate
The original dataset can be found here: jigsaw_toxic_classification
Our training dataset is a sampled version from the original dataset, containing equal number of samples for both clean and toxic classes.
Dataset creation:… See the full description on the dataset page: https://huggingface.co/datasets/Arsive/toxicity_classification_jigsaw.Mental-Health_Text-Classification_Dataset
Mental Health Text Classification Dataset (4-Class)
Dataset Description
This dataset contains short, user‑generated texts labeled for 4‑class mental health classification: Suicidal, Depression, Anxiety, and Normal. It is a derived dataset created by combining and cleaning three public mental‑health corpora, then re‑labeling them into a unified 4‑class scheme and exporting CSV files suitable for both classical ML and modern NLP models.
The repository includes:
An… See the full description on the dataset page: https://huggingface.co/datasets/ourafla/Mental-Health_Text-Classification_Dataset.bi-so101-fruits-classificationThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "bi_so101_follower",
"total_episodes": 2,
"total_frames": 2910,
"total_tasks": 1,
"total_videos": 6,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"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/jy13/bi-so101-fruits-classification.JDReview-classification
Dataset Card for "JDReview-classification"
More Information needed
topic_classificationCUAD_v1_Contract_Understanding_clause_classification
Dataset Card for Contract Understanding Atticus Dataset (CUAD) Clause Classification
This dataset contains 13,155 labeled clauses extracted from 509 commercial legal contracts from the original CUAD dataset. One of the original 510 contracts was removed due to being a scanned copy.
The text was cleaned using clean-text.
You can easily and quickly load it:
dataset = load_dataset("dvgodoy/CUAD_v1_Contract_Understanding_clause_classification")
Dataset({
features: ['file_name'… See the full description on the dataset page: https://huggingface.co/datasets/dvgodoy/CUAD_v1_Contract_Understanding_clause_classification.PubMed_MultiLabel_Text_Classification_Dataset_MeSHThis dataset consists of a approx 50k collection of research articles from PubMed repository. Originally these documents are manually annotated by Biomedical Experts with their MeSH labels and each articles are described in terms of 10-15 MeSH labels. In this Dataset we have huge numbers of labels present as a MeSH major which is raising the issue of extremely large output space and severe label sparsity issues. To solve this Issue Dataset has been Processed and mapped to its root as Described… See the full description on the dataset page: https://huggingface.co/datasets/owaiskha9654/PubMed_MultiLabel_Text_Classification_Dataset_MeSH.reddit-story-niche-classification-dataset
🧠 Reddit Niche Classification Dataset
This dataset contains 13,061 Reddit posts annotated with a custom niche label (e.g. advice, drama, humor, unknown, etc). It includes structured features engineered from post metadata, not raw text — making it ideal for lightweight classification models.
🧾 Schema
Column
Type
Description
title
string
Post title
selftext
string
Post body text
subreddit
string
Subreddit the post belongs to
flair
string
Flair… See the full description on the dataset page: https://huggingface.co/datasets/atin5551/reddit-story-niche-classification-dataset.ahsan81_hotel-reservations-classification-dataset
Hotel Reservations Dataset
Can you predict if customer is going to cancel the reservation ?
Dataset Info
Source: Kaggle
Original Size: 0.47 MB
Kaggle Downloads: 57,080
Files: 1
Files
Hotel Reservations.csv
Mirrored from Kaggle
slop-classification
Slop classifier dataset
A human-annotated dataset for studying and classifying AI-generated text that people perceive as “AI slop.”
The dataset is built from samples collected from existing public datasets and annotated through the Bench Labs SlopFinder interface.
Slop score
Each sample receives a score based on human votes:
-1 = definitely slop
0 = undecided / neutral
+1 = not slop at all
The score represents human judgment, not an objective measure of quality… See the full description on the dataset page: https://huggingface.co/datasets/bench-labs/slop-classification.astro-classification-redshifts
AstroClassification and Redshifts Datasets
This dataset was used for the AstroClassification and Redshifts introduced in Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations. This is a dataset of simulated astronomical time-series (e.g., supernovae, active galactic nuclei), and the task is to classify the object type (AstroClassification) or predict the object's redshift (Redshifts).
Repository: https://github.com/helenqu/connect-later
Paper: will be… See the full description on the dataset page: https://huggingface.co/datasets/helenqu/astro-classification-redshifts.ko-voicephishing-binary-classificationcybersec-topic-classification-dataset
Cybersecurity Topic Classification (CTC) Dataset
Note: This is an unofficial upload of the Cybersecurity Topic Classification (CTC) dataset. The original dataset and accompanying paper were developed by Elijah Pelofske, Lorie M. Liebrock, and Vincent Urias.
This dataset comprises training and validation data for the Cybersecurity Topic Classification (CTC) tool, as introduced in the paper "A Robust Cybersecurity Topic Classification Tool" by Elijah Pelofske, Lorie M. Liebrock, and… See the full description on the dataset page: https://huggingface.co/datasets/naufalso/cybersec-topic-classification-dataset.jigsaw-toxic-comment-classification-challengestackoverflow-unified-text-open-status-classification
Dataset Card for "stackoverflow-unified-text-open-status-classification"
More Information needed
llm-classification-distilled-v2-sharded
LLM Classification Distilled v2 Sharded
Overview
This repository stores shard CSV files produced by the teacher-judge distillation pipeline.
How to Use
Run the distillation notebook once per shard:
NUM_SHARDS = 4
SHARD_INDEX = 0 .. 3
After all shards are uploaded, set RUN_MERGE_SHARDS = True in the notebook to merge these files and upload final train.csv files to the v2 dataset repos.
Final Repositories
Full:… See the full description on the dataset page: https://huggingface.co/datasets/tussiiiii/llm-classification-distilled-v2-sharded.Wikipedia_RAG_QA_Classification
🏛️ Wikipedia RAG QA Dataset for Retrieval-Augmented Generation Training
📊 Dataset Description
This dataset contains 300,000+ validated model-generated responses to Wikipedia content, specifically designed for Retrieval-Augmented Generation (RAG) applications and SQL database insertion tasks. Generated by Jeeney AI Reloaded 207M GPT with specialized RAG tuning.
🖥️ Demo Interface: Discord
Live Chat Demo on Discord: https://discord.gg/Xe9tHFCS9h
The full CJ… See the full description on the dataset page: https://huggingface.co/datasets/CJJones/Wikipedia_RAG_QA_Classification.Amharic-News-Text-classification-Dataset
An Amharic News Text classification Dataset
In NLP, text classification is one of the primary problems we try to solve and its uses in language analyses are indisputable. The lack of labeled training data made it harder to do these tasks in low resource languages like Amharic. The task of collecting, labeling, annotating, and making valuable this kind of data will encourage junior researchers, schools, and machine learning practitioners to implement existing classification models… See the full description on the dataset page: https://huggingface.co/datasets/israel/Amharic-News-Text-classification-Dataset.jigsaw-unintended-bias-in-toxicity-classification