datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Agentic-SLS-ASTM
Agentic-SLS-ASTM
ASTM mechanical-test specimens (D638 tensile, D790 flex) printed on the Inova Mk1 SLS printer and pulled on an MTS / TestWorks Instron. Each row is a single specimen with full geometry, scalar results, stress–strain + raw DAQ curves, and — for SLS rows — FK references and an embedded snapshot of the upstream print profile from ppak10/Agentic-SLS-Database.
Rows are self-contained for ML use: the full PrintProfile JSON is inlined, so features (material/energy… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/Agentic-SLS-ASTM.Additive-Manufacturing-Benchmark
Additive Manufacturing Benchmark
A benchmark dataset for evaluating knowledge of additive manufacturing (AM) processes, derived from graduate-level coursework at Carnegie Mellon University.
Configurations
general_knowledge_multiple_choice
Multiple-choice questions covering various AM processes with explanations.
Column
Description
source
Source homework assignment (e.g. cmu_24_633_2023/homework_1_exone)
process
AM process type (e.g. Binder Jet… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/Additive-Manufacturing-Benchmark.AdditiveLLM2-OA
AdditiveLLM2-OA Dataset
Open Access journal articles (up to February 2026) used in domain adapting
pretraining and instruction tuning for AdditiveLLM2.
Dataset Split by Journal
text
images
vit
Vocabulary Overlap
Pairwise Jaccard similarity of word-level vocabularies (lowercase, 3+ letter tokens) across the four source journals. Run info/vocabulary/vocabulary_overlap.py to reproduce.
Top Phrases by Journal
Most frequent bigrams and… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/AdditiveLLM2-OA.FLOW-3D-Single-Track
FLOW-3D-Single-Track
This dataset consists of LPBF (Laser Powder Bed Fusion) melt pool simulations performed using FLOW-3D. Each row is one timestep from one simulation case, containing process parameters, mesh metadata, a per-timestep field volume, and image previews.
Dataset Configs
Load a specific field config:
from datasets import load_dataset
ds = load_dataset("ppak10/FLOW-3D-Single-Track", "temperature")
Available configs:
Config
Volume Shape… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/FLOW-3D-Single-Track.Gelsight-Welds
Gelsight-Welds
Paired tactile (GelSight Mini) and top-down RGB (Intel RealSense D555) captures of weld beads on a flat sample plate. Each sample (session) is scanned with a 10×10 grid of GelSight touches; the D555 takes one overhead shot per session, which we crop into per-tile RGB images aligned with each touch.
Loading
from datasets import load_dataset
ds = load_dataset("Gelsight-Welds", split="all") # uses config "v2" by default; no train/val/test split is… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/Gelsight-Welds.AMT-FLOW-3D
AMT-FLOW-3D
This dataset consists of LPBF (Laser Powder Bed Fusion) melt pool simulations performed using FLOW-3D. Each row is one timestep from one simulation case, containing process parameters, mesh metadata, a per-timestep field volume, and image previews.
Dataset Configs
Load a specific field config:
from datasets import load_dataset
ds = load_dataset("ppak10/AMT-FLOW-3D", "temperature")
Available configs:
Config
Volume Shape
Description
temperature
(50… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/AMT-FLOW-3D.nr_ppar_gamma_tox21-multimodalNIST-LPBF-Scan-Tracks
NIST LPBF Scan Tracks
2 single and 2 multiple lpbf scan tracks on nickel alloy 625.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More Information Needed]
Paper [optional]: Thermographic measurements of… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/NIST-LPBF-Scan-Tracks.NIST-AMMT-Overhang-Part-X4
Config Notes:
DAQ-XYPT-MPM
Data obtained from DAQ and XYPT are longer than that of MPM as such rows without
trigger activated will have the following changes to save space:
xypt_trigger > 0:
Shapes:
mpm_frame -> (1, 1)
mpm_approx_temp -> (1, 1)
xypt_trigger == 0:
Shapes:
mpm_frame -> (120, 120)
mpm_approx_temp -> (120, 120)
residual_heat_50_micronsresidual_heatsimulationNIST-AMMT-Overhang-Part-X16residual_heat_large