datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
navigation-corpus-dagbani-speech
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Dag Speech Segments (sentence splitting)
52799 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/navigation-corpus-speech-full-dagbani
Full-file CTC forced… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/navigation-corpus-dagbani-speech.dagbani-bible-audio-text-tts
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Twi 16-Word Speech Segments
53410 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/dagbani-tts-bible-full-audio-text
Full-file CTC forced alignment (MMS-300M) for… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/dagbani-bible-audio-text-tts.dagestan-constitution
Constitution of the Republic of Dagestan — 13 languages
Scans of the Constitution of the Republic of Dagestan in thirteen languages: eleven
indigenous languages of Dagestan and the North Caucasus, plus Azerbaijani and Russian.
291 PDF pages across 13 files.
Most PDF pages are two-page book spreads, not single pages. 245 of the 291 are
landscape scans of an open book, so the corpus is really 536 book pages. Anyone
building an OCR pipeline needs to split them — see Per-file… See the full description on the dataset page: https://huggingface.co/datasets/AlidarAsvarov/dagestan-constitution.tcs_dags
tcs_dags
Structured theorem-dependency graphs extracted from theoretical computer science papers. Configs identify the conference and year; splits identify the model used to construct the graph.
Cycle-repair provenance
Every FOCS/STOC 2026 graph in the gemini_3_8_flash split was checked procedurally for directed cycles during DAG construction and again after validation. When a cycle was detected, the repair model proposed an explicit edge patch; the patched graph… See the full description on the dataset page: https://huggingface.co/datasets/AI-Math-TCS/tcs_dags.route_plus_steer_place_subtasks_dual_overhead_pi05_224_plus_dagger
224px Route + Steering Placement + DAgger with Dual Overhead Views
This is a LeRobot v2.1 training dataset at 100 Hz. Every output episode contains
one constant prompt. Base route boundaries are inferred from maximal
contiguous runs of metadata.route.active_subgoal; partial source episodes are
kept as the suffix subtasks they contain.
The base data contains 495 route subtask episodes (128742 frames) and 202 steering/placement episodes (50099 frames). All 66 route DAgger clips… See the full description on the dataset page: https://huggingface.co/datasets/ajaysri/route_plus_steer_place_subtasks_dual_overhead_pi05_224_plus_dagger.navigation-corpus-speech-full-dagbani
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Ghana TTS Navigation Corpus — Dagbani
Synthetic speech dataset for navigation.
Structure
audio/ – all .wav audio files
text/ – matching .txt files with transcriptions
metadata.csv – full metadata table
navigation-corpus-dagbani-speech
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Dag Speech Segments (sentence splitting)
52799 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/navigation-corpus-speech-full-dagbani
Full-file CTC forced… See the full description on the dataset page: https://huggingface.co/datasets/ghananlpcommunity/navigation-corpus-dagbani-speech.route_subtasks_dual_overhead_pi05_448_dagger_interventions_balanced
Route Subtasks + Balanced DAgger Interventions, 448px
This is a new LeRobot v2.1 dataset derived from
ajaysri/route_subtasks_dual_overhead_pi05_448 and a subsequent
DAgger collection. The original dataset is not modified.
The base contributes 495 episodes and 128,742 frames. Only
frames recorded while the human collector was actively intervening are added;
autonomous policy-control frames and policy_target_action are excluded from
the training targets. The DAgger action column… See the full description on the dataset page: https://huggingface.co/datasets/ajaysri/route_subtasks_dual_overhead_pi05_448_dagger_interventions_balanced.mmmi-dag1-2modalities-cifar10DAG-MATH-Formatted-CoT
Benchmark Overview
This dataset card contains 2,894 gold-standard DAG-MATH formatted CoT from problems from Omni-MATH.
Top‑Level Schema
Each JSON file is a list with a single object describing the problem:
problem_id: integer identifier of the problem.
domain: list of strings describing the topic taxonomy.
difficulty: numeric difficulty indicator from 1 (easiest) to 6 (hardest).
problem_text: problem statement.
sample_id: sample identifier for the solution trace.… See the full description on the dataset page: https://huggingface.co/datasets/yuanhezhang/DAG-MATH-Formatted-CoT.sautiledger-market-speech
SautiLedger Market Speech: code-switched Pidgin/Yoruba and Shona with English
45 consented, de-identified recordings (217 seconds, 3.6 minutes) of
code-switched market bookkeeping speech, the kind a trader says to a
voice ledger, in three language groups:
Group
Clip prefix
Clips
Speaker
Example
Nigerian Pidgin + Yoruba + English
slms-pcm-
15
spk-ng-01, adult male, Nigeria
"I don sell three derica of rice five thousand five"
Shona + English (prices in US dollars)… See the full description on the dataset page: https://huggingface.co/datasets/dagbolade/sautiledger-market-speech.ts-arena-context-mase-splitted
TS-Arena — Context & MASE (train / test split)
Two Hive-partitioned Parquet datasets derived from the TS-Arena forecasting
benchmark (energy challenges), keyed identically so they line up 1:1 on
(unique_id, year_month, round_id), and pre-split into train / test:
context — the input window X: each challenge round's context
(history) for each time series. Columns: timestamp, value.
mases — the evaluation y: every model's MASE on that
(round, series). Columns: model_id, model_name… See the full description on the dataset page: https://huggingface.co/datasets/DAG-UPB/ts-arena-context-mase-splitted.airflow-dag-dataset
Airflow DAG Generation Dataset
This dataset combines Airflow-specific DAG generation examples with general Python coding instructions for fine-tuning code generation models.
Dataset Description
Total Samples: 8,238
Dataset Composition
The dataset includes two types of examples, identified by the source field:
Airflow Instructions (source: "airflow") - 6,738 samples (81.8%)
High-quality DAG generation examples with instruction variants
Domain-specific Airflow… See the full description on the dataset page: https://huggingface.co/datasets/andrea-t94/airflow-dag-dataset.My-Reasoning-DatasetDAG-Reasoning-DeepSeek-R1-0528Click here to support our open-source dataset and model releases!
DAG-Reasoning-DeepSeek-R1-0528 is a dataset focused on analysis and reasoning, creating directed acyclic graphs testing the limits of DeepSeek R1 0528's graph-reasoning skills!
This dataset contains:
4.08k synthetically generated prompts to create directed acyclic graphs in response to user input, with all responses generated using DeepSeek R1 0528.
All responses contain a multi-step thinking process to perform effective… See the full description on the dataset page: https://huggingface.co/datasets/sequelbox/DAG-Reasoning-DeepSeek-R1-0528.dagger
DAGGER Training Dataset
Dataset Description
Training data for DAGGER (Distractor-Aware Graph Generation for Executable Reasoning) models. This dataset contains Bangla mathematical word problems paired with computational graph solutions, formatted for both SFT and GRPO training pipelines.
Highlights
3,000 training examples with verified computational graphs
Two training configs: SFT (with validation) and GRPO formats
GPT-4.1… See the full description on the dataset page: https://huggingface.co/datasets/dipta007/dagger.sobolo-corpus-dagbani-bibletau2-infinity-dag
tau2-infinity
An adaptive benchmark for evaluating LLM tool-use agents on airline customer service tasks. Generated using EnvScaler by VibrantLabs.
Overview
Each task requires an agent to transform an initial database state S_0 into a golden final state S* by executing a sequence of tool calls (flight searches, bookings, cancellations, updates, etc.). Tasks were adaptively generated to target specific difficulty levels against a calibration model.
Property
Value… See the full description on the dataset page: https://huggingface.co/datasets/vibrantlabsai/tau2-infinity-dag.dagdiff-datasetThis is the dataset used in the paper, "DAGDiff: Guiding Dual-Arm Grasp Diffusion to Stable and Collision-Free Grasps".
[Project Page] [arXiv] [Github]
Each object in the dataset includes:
3D mesh representations of the object
Signed distance field (SDF) data
Dual-arm grasp annotations (both positive and negative examples)
Split files for training and evaluation (e.g., train_final.txt, test_final.txt)
Dataset Structure
dagdiff-dataset
├── train_final.txt
├── test_final.txt
|… See the full description on the dataset page: https://huggingface.co/datasets/faizalkarim/dagdiff-dataset.dagw-word-frequencies-normalized-by-domain
Dataset Card for DAGW Word Frequencies (normalized)
Paper: Derczynski, L., Ciosici, M. R., Baglini, R., Christiansen, M. H., Dalsgaard, J. A., Fusaroli, R., ... & Varab, D. (2021). The Danish Gigaword Corpus. In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa) (pp. 413-421).
Point of Contact: Kenneth Enevoldsen (Kennethcenevoldsen (at) gmail (dot) com )
This is a list of word frequencies derived from the Danish Gigaword (collected before… See the full description on the dataset page: https://huggingface.co/datasets/chcaa/dagw-word-frequencies-normalized-by-domain.lotsa_energy
LOTSA Energy Data
This dataset is a filtered subset of the Large-scale Open Time Series Archive (LOTSA), which is a collection of open time series datasets for time series forecasting originally collected for pre-training Large Time Series Models.
Dataset Description
This dataset contains only energy-related time series data extracted from the original LOTSA collection. The data has been:
Filtered for energy-related datasets
Interpolated linearly to fill missing values… See the full description on the dataset page: https://huggingface.co/datasets/DAG-UPB/lotsa_energy.dagw-word-frequencies
Dataset Card for DAGW Word Frequencies
Paper: Derczynski, L., Ciosici, M. R., Baglini, R., Christiansen, M. H., Dalsgaard, J. A., Fusaroli, R., ... & Varab, D. (2021). The Danish Gigaword Corpus. In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa) (pp. 413-421).
Point of Contact: Kenneth Enevoldsen (Kennethcenevoldsen (at) gmail (dot) com )
This is a list of word frequencies derived from the Danish Gigaword (collected before 2022-22-01).
These… See the full description on the dataset page: https://huggingface.co/datasets/chcaa/dagw-word-frequencies.dagdiff-datasetThis is the dataset used in the paper, "DAGDiff: Guiding Dual-Arm Grasp Diffusion to Stable and Collision-Free Grasps".
[Project Page] [arXiv] [Github]
Each object in the dataset includes:
3D mesh representations of the object
Signed distance field (SDF) data
Dual-arm grasp annotations (both positive and negative examples)
Split files for training and evaluation (e.g., train_final.txt, test_final.txt)
Dataset Structure
dagdiff-dataset
├── train_final.txt
├── test_final.txt… See the full description on the dataset page: https://huggingface.co/datasets/moyoyiya/dagdiff-dataset.navigation-corpus-dagbani-speech
Dag Speech Segments (sentence splitting)
52799 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/navigation-corpus-speech-full-dagbani
Full-file CTC forced alignment (MMS-300M) for word-level timestamps
Sentence-boundary splits (. ? !) — long sentences re-chunked to 16 words
Leading/trailing silence trimmed with VAD (-40 dBFS threshold)
Filtered: min 1.0s, max 15.0s
Original sample rate preserved
Usage
from… See the full description on the dataset page: https://huggingface.co/datasets/fiifinketia/navigation-corpus-dagbani-speech.dagw-word-frequencies-by-domain
Dataset Card for DAGW Word Frequencies (by domain)
Paper: Derczynski, L., Ciosici, M. R., Baglini, R., Christiansen, M. H., Dalsgaard, J. A., Fusaroli, R., ... & Varab, D. (2021). The Danish Gigaword Corpus. In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa) (pp. 413-421).
Point of Contact: Kenneth Enevoldsen (Kennethcenevoldsen (at) gmail (dot) com )
This is a list of word frequencies derived from the Danish Gigaword (collected before… See the full description on the dataset page: https://huggingface.co/datasets/chcaa/dagw-word-frequencies-by-domain.tcs-dags-clean
tcs-dags-clean
FOCS 2024 paper dependency DAGs with every depends_on edge audited, and the standalone proof
questions that target them, as used by the tcs knowledge-injection experiments. Private working
copy; not the canonical AI-Math-TCS release. Built by scripts/hf_export.py in the tcs repo.
from datasets import load_dataset
dags = load_dataset("3N3G/tcs-dags-clean", "dags", split="FOCS_2024")
questions = load_dataset("3N3G/tcs-dags-clean", "questions", split="FOCS_2024")… See the full description on the dataset page: https://huggingface.co/datasets/3N3G/tcs-dags-clean.africa-cote-d-ivoire-evolution-des-groupes-dages-fonctionnels-en-cote-d-ivoire-786498a3
Evolution Des Groupes Dages Fonctionnels En Cote D Ivoire | Africa (Cote d'Ivoire DataFair)
12 rows - 1 Africa country/area - 1998-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 12 rows from Cote d'Ivoire DataFair, covering Evolution Des Groupes Dages Fonctionnels En Cote D Ivoire. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-evolution-des-groupes-dages-fonctionnels-en-cote-d-ivoire-786498a3.navigation-corpus-dagbani
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
ghana-bible-combined-90k-twi-ewe-dagbani
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Ghana Bible Combined 90K Twi Ewe Dagbani
eidata_dagger_20241027_010023_iter3