datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SiN-photonic-waveguide-loss-efficiency
💎 SiN Photonic Waveguide Loss & Efficiency Dataset
🔬 90,000 synthetic rows of silicon nitride (Si₃N₄) waveguide parameters linking geometry, fabrication, and operating conditions to loss and efficiency metrics, for regression modeling, simulation, and fine-tuning.
⚠️ Disclaimer: All rows are synthetically generated. Parameter ranges are informed by published SiN platform values, but no row is a foundry measurement. The data_source column is a schema field; every row in this… See the full description on the dataset page: https://huggingface.co/datasets/Taylor658/SiN-photonic-waveguide-loss-efficiency.PhotonicDeepBeam-dataset
PhotonicDeepBeam Dataset
This repository hosts the datasets used in the QuantBeam project — an adaptation of the DeepBeam architecture towards Photonic-Aware Neural Networks (PANN) for millimeter-wave (mmWave) beam classification.
⚠️ The datasets are NOT ours. They are the original experimental datasets collected and published by the DeepBeam / WiNES Lab team (Polese, Restuccia, Melodia — Northeastern University). We re-host them here solely to facilitate reproducibility of our… See the full description on the dataset page: https://huggingface.co/datasets/triani/PhotonicDeepBeam-dataset.Qwen-14BQwen-1.5Bpassport-photo-requirements
Passport, visa and ID photo requirements
Machine-readable photo rules for 49 passport, visa and ID documents across 46 countries,
each checked against the issuing authority's own published page.
Source repository: https://github.com/kylept/passport-photo-requirements
What makes this one different
Several passport-photo specification datasets exist. This one is built around provenance rather than
breadth — it covers fewer documents than some, and records more about… See the full description on the dataset page: https://huggingface.co/datasets/skillsafeai/passport-photo-requirements.prior-photo-ef1325
prior-photo-ef1325
Synthetic products test data: 53 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/Quiet-Mary/prior-photo-ef1325.green-llm-outputsgemma_2b_outputs
Gemma 2B Green LLM Experiment Outputs
This dataset repository contains experiment artifacts for Gemma 2B green-LLM runs, including LoRA adapter checkpoints, metrics, predictions, carbon logs, and figures.
Contents
checkpoints/: LoRA adapter checkpoints for CE baseline and joint-loss variants.
metrics/: training histories, SQuAD and MMLU summaries, prediction CSVs, calibration tables, and surrogate weights.
logs/: run histories and carbon summary JSON files.
carbon/:… See the full description on the dataset page: https://huggingface.co/datasets/PhotonTJ/gemma_2b_outputs.llama_1b_outputsdocument-photo-requirements
Verified Document Photo Requirements Dataset
A structured reference collection of official-source passport, visa, and national ID photo requirements maintained by Passport Visa Photo Studio. It is not a photo corpus, training dataset, or model artifact.
Dataset summary
Version: 1.0.0
Release date: 2026-08-14
Latest source review represented: 2026-08-11
Records: 18 (12 passport, 5 visa, 1 national ID)
Coverage: 14 countries or regions
Formats: CSV and JSON… See the full description on the dataset page: https://huggingface.co/datasets/passport-visa-photo-studio/document-photo-requirements.Photon-Energy-office-building-temperature-control
Information
The Photon Energy Office Building Temperature Control dataset is designed to advance research in thermal comfort within buildings and methods for optimal heating control. It includes data from multiple locations, covering parameters such as temperature and humidity, as well as information related to the heating system, including target temperatures and heater valve levels. The dataset was collected from several office buildings in Poland (Eastern Europe) and is provided… See the full description on the dataset page: https://huggingface.co/datasets/ml-photonenergy/Photon-Energy-office-building-temperature-control.ABX-HT-008_phototoxicity_activation-v0.1ABX-HT-008 Phototoxicity Activation
Purpose
Detect early phototoxicity activation when sunlight interaction stops behaving predictably.
Core pattern
host_stress_index high
drug_exposure_index high
uv_dose_index high
phototox_coherence_index drops
reaction_rise_vs_expected stays high
later_severe_phototox_flag appears
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within series treatment course.
Required columns
row_id
series_id
treatment_day
host_model… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-HT-008_phototoxicity_activation-v0.1.2d-tmd-photoluminescence-quenching-v0.1Goal
Forecast optoelectronic collapsein monolayer TMD devices.
Core idea
Performance fails when coupling collapses:
defect densityPL intensityquantum yieldstrain and peak shift
stop tracking as one system.
Inputs
operational hours
defect density
normalized PL intensity
quantum yield
peak shift
strain
temperature cycles
humidity exposure
Required outputs
pl_coherence_score
quench_flag
quench_type
performance_collapse_risk
quench_horizon_hr
stabilization_actions
Quench types… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/2d-tmd-photoluminescence-quenching-v0.1.photographiesPhotoEditBattleResultsgrateful-dead-photos-metadata
grateful-dead-photos-metadata
Description
Metadata for Grateful Dead photos collection
License
cc-by-4.0
Usage
from datasets import load_dataset
dataset = load_dataset("jaysooner/grateful-dead-photos-metadata")
Source
This dataset is part of the GratefulGPT project - an AI system focused on Grateful Dead knowledge and culture.
lambda-calibration-outputsPhotoswitchesPhotoEditBattleResults-PublicPhotoEditBattleResults-Gemini-EXTPhotoEditBattleResults-GPT-4o-Expanded-Balanced