datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tedlium-data
Dataset Card for "tedlium-data"
More Information needed
vctk
Dataset Card for "vctk"
More Information needed
GSD-Sensitivity-Taxonomy-Labels
GSD-Sensitivity Taxonomy: Task Labels for Remote Sensing VQA
Per-task D / M1 / M2 taxonomy labels, inter-annotator agreement (IAA) data, and
evaluation traces for four public RS-VQA benchmarks.
Companion to *G. Park and D.-H. Lee, "Identifying the Measurement Gap in Remote
Sensing VQA with a GSD-Sensitive Taxonomy," IEEE Geosci. Remote Sens. Lett., 2026*
— accepted, DOI to follow. Code: github.com/ganghyunnnn/GSD-Sensitivity-Taxonomy
⚠️ This dataset contains annotations and… See the full description on the dataset page: https://huggingface.co/datasets/ganghyunnnn/GSD-Sensitivity-Taxonomy-Labels.cosmopedia-logprobsgandalf_ignore_instructions
gandalf_ignore_instructions
This is a dataset of prompt injections from Gandalf by Lakera.
Note that we might update the dataset occasionally by cleaning the data or adding more samples.
How the data was obtained
There are millions of prompts and many of them are not actual prompt injections (people ask Gandalf all kinds of things).
We used the following process to obtain relevant data:
Start with all prompts submitted to Gandalf in July 2023.
Use OpenAI text… See the full description on the dataset page: https://huggingface.co/datasets/Lakera/gandalf_ignore_instructions.librispeech-data
Dataset Card for "librispeech-data"
More Information needed
Vlaserganjoor
Dataset Card for Dataset Name
This is the csv format of the Ganjoor Database that is published in their github
Dataset Details
Curated by: Navid Abbaspoor
Language(s) (NLP): Persian (Farsi)
License: Creative Commons Attribution 4.0 International (cc-by-4.0)
Dataset Description
This dataset contains almost all of poems by Iran's great poets through many many past years till now. The original database was tabular, that I convert it to a csv format that… See the full description on the dataset page: https://huggingface.co/datasets/mabidan/ganjoor.APDE
APDE
Dataset for evaluating adversarial patch defenses on object detectors. Related paper:
Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights, ICCV 2025.
Code and documentation.
This release is a reconstruction, not a byte-for-byte recovery of the dataset used in the paper. The paper's 56,400/37,600 split and reported defense scores must not be treated as measurements on this release.
Contents… See the full description on the dataset page: https://huggingface.co/datasets/Gandolfczjh/APDE.ganjoor-recitations
Ganjoor Persian Poetry Recitations (Full)
Every published audio recitation on Ganjoor / AVA
paired with its transcription — 30,133 clips, 1,276 hours of audio.
Audio is stored full-length and unchunked, and every clip carries a single
clean transcription in text, so it's ready for ASR / TTS training as-is.
Columns
column
description
audio
full-length mp3 (native sample rate), embedded and playable
text
full transcription of the clip… See the full description on the dataset page: https://huggingface.co/datasets/Reza2kn/ganjoor-recitations.gtzan
Dataset Card for "gtzan"
More Information needed
FISH_spots
FISH_spots Dataset
The manually verified in situ hybridization fluorescence images and point coordinate dataset.
This dataset contains images and annotations for the task of single-molecule fluorescence in situ hybridization (FISH) spot detection, supporting 2D, 3D, and simulated noisy data. The structure is designed for deep learning model development, training, and evaluation.
Directory Structure
FISH_spots/
├── 2d/
│ ├── csv/
│ ├── image/
│ ├── image_raw/
│ └──… See the full description on the dataset page: https://huggingface.co/datasets/GangCaoLab/FISH_spots.Ganjoor-CorpusEnglish | فارسی
Ganjoor-Corpus
The Ganjoor poetry corpus as four tables covering poems, books of poetry, and poet information. This corpus can be used for training models, statistical work, and building other datasets.
Configs
poets: 234 poets.
field
description
poet_id
Ganjoor poet id
name, nickname
full name and pen name
url
Ganjoor path
birth_year, death_year
lunar Hijri; birth_year_valid / death_year_valid say whether Ganjoor marks the date as… See the full description on the dataset page: https://huggingface.co/datasets/farbodbij/Ganjoor-Corpus.earnings22_robust_splitfrom datasets import load_dataset, DatasetDict
ds = load_dataset("anton-l/earnings22_robust", split="test")
print(ds)
print("\n", "Split to ==>", "\n")
# split train 90%/ dev 5% / test 5%
# split twice and combine
train_devtest = ds.train_test_split(shuffle=True, seed=1, test_size=0.1)
dev_test = train_devtest['test'].train_test_split(shuffle=True, seed=1, test_size=0.5)
ds_train_dev_test = DatasetDict({'train': train_devtest['train'], 'validation': dev_test['train'], 'test':… See the full description on the dataset page: https://huggingface.co/datasets/sanchit-gandhi/earnings22_robust_split.earnings22_splitWe partition the earnings22 dataset at https://huggingface.co/datasets/anton-l/earnings22_baseline_5_gram by source_id:
Validation: 4420696 4448760 4461799 4469836 4473238 4482110
Test: 4432298 4450488 4470290 4479741 4483338 4485244
Train: remainder
Official script for processing these splits will be released shortly.
cosmopedia-concatenated-unshuffledganjoor-recitations-chunked
🗂️ ganjoor-recitations-chunked
English + فارسی · Part of Shenava 1.0 · Project hub · SLT paper submission
🌟 At a glance | معرفی سریع
English
فارسی
🎯 Purpose
Ganjoor recitation chunked ASR dataset.
قطعههای تلاوت و خوانش گنجور برای آموزش و ارزیابی گفتار ادبی، شعر و خوانش رسمی فارسی.
🧩 Role
Persian speech dataset
مجموعهدادهٔ گفتار فارسی
📦 Snapshot
64 files; approximately 118.09 GB
64 فایل؛ حدود 118.09 GB
🧱 Packaging
61 Parquet files and 0… See the full description on the dataset page: https://huggingface.co/datasets/Reza2kn/ganjoor-recitations-chunked.fashion-recommendation-images
High-Resolution Fashion Product Images
This dataset is a highly optimized, high-resolution subset of the popular Fashion Product Images Dataset originally hosted on Kaggle.
It contains thousands of unique e-commerce fashion products, combining high-resolution product images with multiple descriptive label attributes.
All low-resolution thumbnails and anomalies have been aggressively filtered out. Every image in this dataset has a minimum resolution of 640px on its shortest… See the full description on the dataset page: https://huggingface.co/datasets/GangHitman/fashion-recommendation-images.MMM-datasets-TestsetMultilingual Mutual Reinforcement Effect Mix Datasets
This is a Training set of OIELLM.
This Train set already formatted by OIELLM's format. The test set is in the another page in huggingface.
The MMM support 3 languages (English, Chinese and Japanese). And you must use task instruct words to define kind of task.
Mutual Reinforcement Effect.
OIELLM's input and output
MMM Dataset
The following is input and output format:
{
"input": "In 1953, filming of "On the Waterfront" starring… See the full description on the dataset page: https://huggingface.co/datasets/ganchengguang/MMM-datasets-Testset.finqa_combined_cot_responsecode-r1-12kconcatenated-train-setcosmopedia_web_textbooks_logprobslibrispeech_asr_dummy
Dataset Card for librispeech_asr_dummy
Dataset Summary
This is a truncated version of the LibriSpeech dataset. It contains 20 samples from each of the splits. To view the full dataset, visit: https://huggingface.co/datasets/librispeech_asr
LibriSpeech is a corpus of approximately 1000 hours of 16kHz read English speech, prepared by Vassil Panayotov with the assistance of Daniel Povey. The data is derived from read audiobooks from the LibriVox project, and has been… See the full description on the dataset page: https://huggingface.co/datasets/sanchit-gandhi/librispeech_asr_dummy.OpenMathReasoning_len8kgandalf_summarization
gandalf_summarization
This is a dataset of indirect prompt injections from Gandalf by Lakera, specifically from the Adventure 4 level (link, although note the Adventure may no longer be available in the future).
Note that we might update the dataset occasionally by cleaning the data or adding more samples.
Gandalf and prompt injections
Gandalf is a ChatGPT-powered system that – in this level specifically – tries to summarize the text that is provided by the user.
In… See the full description on the dataset page: https://huggingface.co/datasets/Lakera/gandalf_summarization.earnings22_split_resampledWe partition the earnings22 dataset at https://huggingface.co/datasets/anton-l/earnings22_baseline_5_gram by source_id:
Validation: 4420696 4448760 4461799 4469836 4473238 4482110
Test: 4432298 4450488 4470290 4479741 4483338 4485244
Train: remainder
Official script for processing these splits will be released shortly.
ganjoor-chunked-asr-datasetGanit
Ganit: A Difficulty-Aware Bengali Mathematical Reasoning Dataset
Dataset Description
Ganit (গণিত, Bengali for "mathematics") is a rigorously-processed, difficulty-aware Bengali mathematical reasoning dataset designed for training and evaluating LLMs on Bengali math problems. It is the first Bengali math dataset with:
Difficulty stratification based on LLM pass@k scores
Decontamination against standard benchmarks (MGSM, MSVAMP)
Verifiable numerical… See the full description on the dataset page: https://huggingface.co/datasets/dipta007/Ganit.OpenCodeReasoning_len8k_0.6