datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Mintaka_Graph_Features_T5-xl-ssm
Dataset Card for "Mintaka_Graph_Features_T5-xl-ssm"
More Information needed
dach_bike_graph
DACH Bike + Rail Routing Graph
A prebuilt, ready-to-route cycling + railway graph covering Germany, Austria, and Switzerland (DACH), stored as lat/lon-tiled GeoParquet. Built from OpenStreetMap by the Bike Route Optimizer for flat-preferring, surface-aware bike routing that can also hop on a train uphill.
Everything routing needs is baked in — node elevations and full 3D edge geometry — so an application downloads this once and routes offline, with no Overpass and no elevation… See the full description on the dataset page: https://huggingface.co/datasets/MichaelMedek/dach_bike_graph.python-image-copilot-training-using-import-knowledge-graphs
Python Copilot Image Training using Import Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 216642
Size: 211.2 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-import-knowledge-graphs.llm-graph-poisoning-data
Generation-Time Poisoning of LLM-Generated Social Networks
This dataset contains synthetic personas, LLM-generated social graphs, cached
text embeddings, and evaluation metrics for clean generation and three
generation-time attack families. All names and profiles are synthetic and do
not represent real people.
Dataset variants
Variant
Nodes
Generator
Graph seeds per condition
Attack rates
p50
50
Qwen3-Max
10
10%, 20%, 30%, 40%, 50%
p200
200… See the full description on the dataset page: https://huggingface.co/datasets/Kevynf/llm-graph-poisoning-data.kaggle-knowledge-graph
Kaggle Knowledge Graph
A knowledge graph built from Kaggle's public
Meta Kaggle (and Meta Kaggle Code
datasets). It links competitions, teams, submissions, users, notebooks,
datasets, discussion forums, tags, organizations, and notebook code invocations.
See the project repository for build scripts and
documentation on the graph schema, data model, and usage examples.
Release
Field
Value
Version
2026-09-30
Meta Kaggle snapshot
2026-09-30
Build code… See the full description on the dataset page: https://huggingface.co/datasets/habedi/kaggle-knowledge-graph.python-image-copilot-training-using-class-knowledge-graphs
Python Copilot Image Training using Class Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 312277
Size: 304.3 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-class-knowledge-graphs.Tianqin_A2_container_storage_graphics_card
Tianqin_A2_container_storage_graphics_card
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: ruantong_a2d
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
place
pick
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Tianqin_A2_container_storage_graphics_card.python-audio-copilot-training-using-function-knowledge-graphs
Python Copilot Audio Training using Global Functions with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each global function has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-function-knowledge-graphs.rest-graph-searchmath-graph
Math-Graph
Math-Graph is the dataset behind TheoremGraph, a unified, statement-level dependency
graph spanning both informal and formal mathematics. On the informal side it parses millions of
theorem-like environments from mathematics arXiv and recovers directed dependency edges within and
across papers; on the formal side it releases LeanGraph, an elaborator-level extraction of typed
declaration dependencies across 25 Lean 4 projects. The two graphs are bridged into one… See the full description on the dataset page: https://huggingface.co/datasets/uw-math-ai/math-graph.cvefixes-security-ir-graphrag
CVEfixes Security IR GraphRAG
This is a content-addressed, remotely routable Security IR release of the exact pinned CVEfixes snapshot. It packages the byte-identical original Parquet data together with a searchable corpus, BM25 postings, CUDA-generated vectors, typed graph nodes and edges, bounded adjacency indexes, and a source-CID-to-original-row lookup.
All entries are inert, non-authoritative evidence. Candidate and formal-logic rows cannot grant execution authority; exact… See the full description on the dataset page: https://huggingface.co/datasets/Publicus/cvefixes-security-ir-graphrag.GTSQA
Dataset card for GTSQA
Dataset Summary
GTSQA is a synthetic Knowledge Graph Question Answering dataset constructed from Wikidata, using the SynthKGQA framework. It offers a challenging benchmark for GraphRAG models and KG-augmented LLMs, and enables the stand-alone evaluation of a KG retriever's performance, by providing the set of ground-truth KG edges that are required to reason over each question. It is specifically designed to test generalization abilities of KG… See the full description on the dataset page: https://huggingface.co/datasets/Graphcore/GTSQA.python-audio-copilot-training-using-class-knowledge-graphs
Python Copilot Audio Training using Class with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each class method has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path identifier.
Rows:… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-class-knowledge-graphs.LiBMap-46800-NCM811-GraphiteLiBMap-46800-NCM811-Graphite
A Design–Performance Dataset for Cylindrical NCM811/Graphite Lithium-Ion Cells
Developed jointly by Tsinghua University and Electroder Ltd.
For dataset enquiries: Chang Liming Email: clm24@mails.tsinghua.edu.cn
Contents
Overview — scope, provenance, and the present public subset
Design Space — five varied porous-electrode design parameters
Performance Simulations — protocols and termination conditions
Data Tables and… See the full description on the dataset page: https://huggingface.co/datasets/liming-chang/LiBMap-46800-NCM811-Graphite.trajectory-graph-monitoring
Trajectory Graph Monitoring v0.2; Research Release
Prospective boundary prediction from cumulative typed trajectory transitionsR.J. Sabouhi · Symbolic Suite · August 2026
What this is
Trajectory Graph Monitoring is a prospective runtime-evaluation benchmark. It asks whether structural information available in an incomplete execution trajectory can improve prediction of a boundary violation that occurs later. Every evaluated prefix ends before the violating action… See the full description on the dataset page: https://huggingface.co/datasets/rjsabouhi/trajectory-graph-monitoring.python-audio-copilot-training-using-import-knowledge-graphs
Python Copilot Audio Training using Imports with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each imported module for each unique class in each module file has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-import-knowledge-graphs.python-image-copilot-training-using-function-knowledge-graphs
Python Copilot Image Training using Function Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 134357
Size: 130.5 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-function-knowledge-graphs.cbeeg-evidence-graphs
CBEEG — Compute-Budgeted Exploitability Evidence Graphs (derived artifacts)
Reproducible derived artifacts for the paper Compute-Budgeted Exploitability
Evidence Graphs for Prospective Vulnerability Triage (Alpay & Alpay). The paper
frames prospective CVE triage as a leakage-safe, compute-budgeted evidence
selection problem: for each CVE we admit only public evidence visible by a fixed
decision time, select a few documents under a budget, and attach an auditable
evidence… See the full description on the dataset page: https://huggingface.co/datasets/Lightcap/cbeeg-evidence-graphs.python-image-copilot-training-using-class-knowledge-graphs-2024-01-27
Python Copilot Image Training using Class Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 312836
Size: 294.1 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-class-knowledge-graphs-2024-01-27.Eedi-Misconceptions-Graph
Eedi Misconceptions Graph v1.0
A map of mathematical misconceptions and the curriculum constructs they appear in, released by Eedi under a CC BY 4.0 licence.
Eedi defines a misconception as a flawed conceptual structure, or a gap in conceptual understanding, that manifests as a systematic and predictable error pattern across problems involving the same mathematical concept. A construct is a small, specific element of mathematics — for example, "Order fractions with the same… See the full description on the dataset page: https://huggingface.co/datasets/Eedi/Eedi-Misconceptions-Graph.python-image-copilot-training-using-inheritance-knowledge-graphs
Python Copilot Image Training using Inheritance and Polymorphism Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 259017
Size: 135.2 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-inheritance-knowledge-graphs.cc-domain-graphchina-city-graphml
VisNavMap City GraphML Snapshots
This dataset contains the city-level navigation graph cache derived from the
city-level OpenStreetMap PBF files released in the Hugging Face dataset
86Cao/china-city-osm-pbf.
It is intended to make
VisNavMap training, rollout, and evaluation reproducible without rebuilding a
graph from a PBF at runtime.
Data provenance
The data-generation chain is:
Hugging Face: 86Cao/china-city-osm-pbf
│
│ download city-level… See the full description on the dataset page: https://huggingface.co/datasets/86Cao/china-city-graphml.Mintaka_Graph_Features_T5-xl-ssm
Dataset Card for "Mintaka_Graph_Features_T5-xl-ssm"
More Information needed
python-audio-copilot-training-using-inheritance-knowledge-graphs
Python Copilot Audio Training using Inheritance and Polymorphism Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each base class for each unique class in each module file has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-inheritance-knowledge-graphs.pl-web-graph-2026-09-14
Polish Web Domain Observations 2026-09-14
A curated snapshot of a .pl-focused domain crawler: DNS observations, host availability metadata, discovered URL references, and the crawl frontier. No HTML, page text, or website classifications are included. Observations accumulated over months, so September 14 dates the export itself while each row carries its own observation time. Coverage is whatever one crawler reached, and liveness holds as of the recorded timestamp.
Rendered… See the full description on the dataset page: https://huggingface.co/datasets/AsciiMAster/pl-web-graph-2026-09-14.python-audio-copilot-training-using-class-knowledge-graphs-2024-01-27
Python Copilot Audio Training using Class with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each class method has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path identifier.
Rows:… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-class-knowledge-graphs-2024-01-27.federal-register-live-graphrag-research-20260810
Federal Register live GraphRAG (research)
Local LCR-071 live pipeline output for the 2026-08-10 cutoff (11,784 documents,
CUDA thenlper/gte-small). This Hub copy is a research snapshot.
It is not a current-bundle and does not replace
justicedao/ipfs_federal_register. LCR-084 remains open. Official Federal
Register publications remain the authority.
Hub git directories may contain at most 10,000 files. Document bodies beyond
that cap are stored under corpus/bodies-part2/ rather… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/federal-register-live-graphrag-research-20260810.patent-legal-ir-graphrag
Patent Legal IR GraphRAG
Single-dataset retrieval release at
justicedao/patent-legal-ir-graphrag.
Layout matches Publicus IR GraphRAG releases
(Publicus/cvefixes-security-ir-graphrag, Publicus/skillcenter-ir):
Family
Path
Notes
Corpus
data/corpus/*.parquet
dense document_index, CID keys
BM25 documents
data/bm25/documents/*.parquet
lengths + entry CID
BM25 postings
data/bm25/postings/*.parquet
sorted terms, FTS5 IDF, sparse lists
Vectors
data/vectors/*.parquet… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/patent-legal-ir-graphrag.icj-citation-graph
ICJ Citation Graph
This dataset holds the decisions, pleadings and oral records of the International Court of Justice (ICJ). Each document is split into passages with embedding vectors for search by meaning and linked to the cases, treaties, treaty articles and UN resolutions it cites. Cited material is included where its text could be obtained. This covers decisions of the Permanent Court of International Justice (PCIJ) and other courts, treaty articles and General Assembly and… See the full description on the dataset page: https://huggingface.co/datasets/VISAI-AI/icj-citation-graph.