datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
locos-results
LOCOS Results
Consolidated results for the LOCOS project: retrieval-head detection, head-ablation
experiments, and downstream long-context evaluations. This single repository
replaces the earlier split across aryopg/decore-results (heads/ablation) and
aryopg/locos_downstream_results (downstream evals).
Paper: Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads
Project Page: https://aryopg.com/locos/
Code: github.com/aryopg/locos. The deploy job scripts there… See the full description on the dataset page: https://huggingface.co/datasets/aryopg/locos-results.xBDCatVision
CatVision: Human–Cat Vision Frame Pairs
Official dataset for the paper:
Purrturbed but Stable: Human-Cat Invariant Representations Across CNNs, ViTs and Self-Supervised ViTsArya Shah et al. · arXiv:2511.02404
This dataset contains 346,400 paired video frames rendered under human vision and simulated cat vision optics.
It was used to benchmark cross-species representational alignment across CNNs, supervised ViTs, windowed transformers,
and self-supervised ViTs (DINO) using CKA and… See the full description on the dataset page: https://huggingface.co/datasets/aryashah00/CatVision.Gaslight-Gatekeep-V1-V3
Gaslight, Gatekeep, V1–V3
Early Visual Cortex Alignment Shields Vision-Language Models from Sycophantic Manipulation
Dataset Summary
This dataset accompanies the paper "Gaslight, Gatekeep, V1–V3: Early Visual Cortex Alignment Shields Vision-Language Models from Sycophantic Manipulation". It contains two components:
Gaslighting Benchmark (gaslighting_prompts_v2.json / Parquet): 6,400 structured two-turn adversarial prompts designed to test sycophantic… See the full description on the dataset page: https://huggingface.co/datasets/aryashah00/Gaslight-Gatekeep-V1-V3.04-wikineuralGeoCLIP-dataIndo-Aryan-hin-urd-guj-pan_trainmultilingual-sycophancy
Multilingual Sycophancy
A Parallel Benchmark for Cross-Lingual Alignment Failure across 38 Languages, 33 Opinion Categories, and 3 Resource Tiers.
This dataset accompanies the research paper Sycophancy as a Multilingual Alignment Failure: How Safety Degrades Across Languages, Topics, and Models. It contains 188,100 parallel records (4,950 per language × 38 languages) — each a triple of (prompt, sycophantic response, non-sycophantic response) — designed for forced-choice… See the full description on the dataset page: https://huggingface.co/datasets/aryashah00/multilingual-sycophancy.POPE-completeMTBLS289
MTBLS289
A dataset of ~110 paired Whole Slide Images (WSI) and Mass Spectrometry Images (MSI).
Publication: Gerbig, S., Golf, O., Balog, J. et al. Analysis of colorectal adenocarcinoma tissue by desorption electrospray ionization mass spectrometric imaging. Anal Bioanal Chem 403, 2315–2325 (2012).
goodnotes-handwritten-datasetdataco_supplychain_datasetPokemonCardsWithCaptionsBERTandReshapedIndo_aryan_trainPokemonCardsWithCaptionsBERTindian-english-lady-embeddings-v3nl2shell-terminal-bench
NL2Shell Terminal-Bench Trajectories
A corpus of original synthetic multi-step terminal-engineering tasks, generated in the
category distribution of Terminal-Bench
and packaged as supervised fine-tuning (SFT) trajectories. Each task is a complete
think → command → verify trajectory for solving a real terminal/shell problem inside a
defined environment.
The dataset is intended for SFT and reasoning distillation of small, CPU-deployable
models that translate natural-language tasks… See the full description on the dataset page: https://huggingface.co/datasets/AryaYT/nl2shell-terminal-bench.pact-tasks
PACT tasks
Task rows for PACT, a
verifiers environment in which a coding agent drives a LIBERO robot arm by writing Python programs
over deterministic primitives, scored on the simulator's own goal predicate.
28 tasks: all of libero_goal and libero_spatial, and 8 of libero_object (butter and chocolate
pudding are too small from the fixed camera for find() to see), from LIBERO at commit
8f1084e.
Scenes, assets and goal predicates live in the sandbox image… See the full description on the dataset page: https://huggingface.co/datasets/aryanmadhavverma/pact-tasks.jades-dr4-dr5-multimodal
JADES DR4/DR5 Multimodal Dataset
Cold-storage archive of the data products for the
multimodal_superresolution
project: JADES DR4 NIRSpec spectra matched to DR5 NIRCam/HST imaging cutouts,
used for multimodal galaxy super-resolution and redshift estimation.
Archived 2026-08-28. The local working copy was deleted to free disk. Code
and trained model weights are on GitHub; everything Git ignored is here.
👉 RECONSTRUCT.md is the full recipe for rebuilding the
project from scratch.… See the full description on the dataset page: https://huggingface.co/datasets/aryana-haghjoo/jades-dr4-dr5-multimodal.fineweb-edutape_over_shot_glass_combinedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/aryanjain112/tape_over_shot_glass_combined.shot_glass_in_red_cup_20260908_184526This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/aryanjain112/shot_glass_in_red_cup_20260908_184526.BEvAn-data
BEvAn — COSI activation simulations
MEGAlib simulation files backing cosi-betadecay/BEvAn,
a physics-based likelihood classifier that tags each simulated COSI event as a
β⁺ / positron-annihilation signal (back-to-back 511 keV photons) or background
from its Compton kinematics.
All events come from a cosima activation simulation (BeamType Activation,
DecayMode ActivationBuildup): cosmic-ray protons irradiate the instrument, the
activated isotopes decay, and the β⁺ emitters among… See the full description on the dataset page: https://huggingface.co/datasets/aryaraeesi/BEvAn-data.autonlp-data-Scientific_Title_Generator
AutoNLP Dataset for project: Scientific_Title_Generator
Table of content
Dataset Description
Languages
Dataset Structure
Data Instances
Data Fields
Data Splits
Dataset Descritpion
This dataset has been automatically processed by AutoNLP for project Scientific_Title_Generator.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as… See the full description on the dataset page: https://huggingface.co/datasets/AryanLala/autonlp-data-Scientific_Title_Generator.tape_over_shot_glass_20260908_192548This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/aryanjain112/tape_over_shot_glass_20260908_192548.fork_in_red_cup_20260908_183847This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/aryanjain112/fork_in_red_cup_20260908_183847.tape_over_shot_glass_20260908_194329This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/aryanjain112/tape_over_shot_glass_20260908_194329.romansr-data
specsr-roman training data — Roman grism spectra from OpenUniverse2024
Paired low-resolution Roman grism spectra and their noiseless ground-truth
SEDs, for training and evaluating spectral super-resolution. Built with
specsr-roman; the models trained on it are at
aryana-haghjoo/roman-spectral-superresolution.
2026-10-09: this dataset was rebuilt. The OpenUniverse2024 SEDs are
stored per unit frequency and had been read per unit wavelength, so every
spectrum of the… See the full description on the dataset page: https://huggingface.co/datasets/aryana-haghjoo/romansr-data.grid-egocentric-samplesindian-tts