datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
progan-train-mag-spectrumTandem_mass_spectrumSA-MolNMR-SI-240K
NMRTrans Dataset
This dataset contains molecular structures paired with NMR spectral information. Each example includes a SMILES string, molecular formula, atom count, and tokenized NMR input containing both proton NMR and carbon NMR data.
Dataset Details
The dataset is organized into train, validation, and test splits:
Split
Examples
Train
169,863
Validation
21,279
Test
21,298
Total
212,440
The train, validation, and test splits contain no… See the full description on the dataset page: https://huggingface.co/datasets/SpectrumWorld/SA-MolNMR-SI-240K.reasoning-spectrum-qa
Reasoning Spectrum QA Dataset
This is a unified dataset of exactly 1,000 examples designed for evaluating reasoning capabilities across different dimensions (factual, commonsense, science, arithmetic, multi-hop, and extractive span).
Dataset Purpose
The dataset brings together questions of varying difficulty and reasoning family types under a single unified schema to facilitate standardized testing and evaluation of large language models.
Source… See the full description on the dataset page: https://huggingface.co/datasets/avreymi/reasoning-spectrum-qa.repro-fuse-full-spectrum-unlearnable-examples-via-spectral-equalization-traces
Agent traces
Agent sessions published from a Trackio Logbook.
SA-MolNMR-Exp-1M
SA-MolNMR Experimental Dataset
This dataset contains processed experimental molecular NMR records. Each example includes a SMILES string, molecular formula, atom count, and tokenized NMR input containing both proton NMR and carbon NMR data.
Dataset Details
The dataset is organized into train, validation, and test splits:
Split
Examples
Train
937,022
Validation
117,035
Test
117,205
Total
1,171,262
The train, validation, and test splits contain… See the full description on the dataset page: https://huggingface.co/datasets/SpectrumWorld/SA-MolNMR-Exp-1M.political-spectrum-questionnairehausdorff-dimension-spectrum
Hausdorff Dimension Spectrum: All Subsets of {1,...,20}
First complete computation of the Hausdorff dimension of E_A for all 2^20 - 1 = 1,048,575 non-empty subsets A of {1,...,20}. Computed via transfer operator + Chebyshev collocation (N=40) on NVIDIA RTX 5090.
This dataset does not exist anywhere in the published literature.
Files
spectrum_n5.csv — All 31 subsets of {1,...,5}
spectrum_n10.csv — All 1,023 subsets of {1,...,10}
spectrum_n20.csv — All 1,048,575 subsets of… See the full description on the dataset page: https://huggingface.co/datasets/cahlen/hausdorff-dimension-spectrum.spectrum-design-docsmath-dataset-full-spectrumDefect_Spectrum_cleanedzx-spectrum-worldoflongplays-te8t6fzk-2imultimodal-spectroscopic-seed-datasets-fullSpectrumReconstruction_Diffzx-spectrum-worldoflongplays-utos5P3O1l8zx-spectrum-worldoflongplays-wkGpup7MBtEspectrum-bio-reactor-tape
Spectrum Bio-Reactor Tape
SHA-256-chained telemetry from one aerobic batch fermentation. Each line is one sealed state of a deterministic integration. Chain integrity is checked by recomputing every digest from the genesis frame to the tip.
Rows
721
Format
JSONL, one sealed frame per line
Integrator
Classical RK4, 100 substeps per hour
Tape cadence
0.1 h
Duration
0 h to 72 h
Vessel
1 m³, aspect ratio H/T = 2, 280 rpm
File
bio_reactor_tape.jsonl… See the full description on the dataset page: https://huggingface.co/datasets/spiderpilot89/spectrum-bio-reactor-tape.spectrum-orbital-reentry-tape
Spectrum Orbital Reentry Tape
SHA-256-chained telemetry from a Stardust-class atmospheric reentry. Each line is one sealed state of a deterministic integration. Chain integrity is checked by recomputing every digest from the genesis frame to the tip.
Rows
2,466
Format
JSONL, one sealed frame per line
Integrator
Explicit Euler, 1000 Hz (dt = 0.001 s)
Tape cadence
0.1 s of simulation time, plus the terminal step
Duration
0 s to 246.45 s
File… See the full description on the dataset page: https://huggingface.co/datasets/spiderpilot89/spectrum-orbital-reentry-tape.spectrum-icons
Spectrum Icons Dataset for CLIP Model Fine-Tuning
This dataset is designed for fine-tuning the CLIP model on Spectrum icons, enabling enhanced visual and semantic understanding of Adobe Spectrum assets.
Dataset Overview
Purpose: Fine-tuning the CLIP model on Spectrum icons for improved icon retrieval and classification based on visual and abstract meanings.
Data Structure: Each row includes:
file_path: The relative path to the image.
caption: A detailed description of… See the full description on the dataset page: https://huggingface.co/datasets/JianLiao/spectrum-icons.spectrum-materials-load-tape
Spectrum Materials Load Tape
SHA-256-chained telemetry from a Ti-6Al-4V uniaxial tension path. Each line is one sealed state of a deterministic integration. Chain integrity is checked by recomputing every digest from the genesis frame to the tip.
Rows
1,502
Format
JSONL, one sealed frame per line
Integrator
Prescribed-strain stepping at 1000 Hz (dt = 0.001 s)
Tape cadence
0.1 s, plus yield onset and fracture
Duration
0 s to 150.0 s (fracture)
File… See the full description on the dataset page: https://huggingface.co/datasets/spiderpilot89/spectrum-materials-load-tape.zx-spectrum-worldoflongplays-9PEJ8tBBcGczx-spectrum-worldoflongplays-2cWN_S9etv8zx-spectrum-worldoflongplays-KT5sZxc0R3szx-spectrum-worldoflongplays-psRJHOx1MDUcwru_12k_de_spectrum_0.5hzzx-spectrum-worldoflongplays-C4hV1qsyGrszx-spectrum-worldoflongplays-HZMsQlYtVsYmultimodal-spectroscopic-seed-datasets-1000zx-spectrum-worldoflongplays-yjrbcLm78I8zx-spectrum-worldoflongplays-Q5wNRh9lz6Y