datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
IF_multi_constraints_upto5
Dataset
This is the IF-RLVR training data, with up to 5 constraints per instruction. The constraints are sampled from IFEval (25) and IFBench-Train (29).
License
This dataset is licensed under ODC-BY-1.0. It is intended for research and educational use in accordance with Ai2's Responsible Use Guidelines. This dataset includes output data generated from third party models that are subject to separate terms governing their use.
Citation
Please cite:… See the full description on the dataset page: https://huggingface.co/datasets/allenai/IF_multi_constraints_upto5.RLVR-GSM-MATH-IF-Mixed-Constraints
GSM/MATH/IF Data - RLVR Formatted
Note that this collection is licensed under ODC-BY-1.0 license; different licenses apply to subsets of the data.
This dataset contains data formatted for use with open-instruct - specifically reinforcement learning with verifiable rewards.
It was used to train the final Tulu 3 models with RL, and contains the following subsets:
GSM8k (7,473 samples): The GSM8k train set formatted for use with RLVR and open-instruct. MIT License.
MATH (7,500… See the full description on the dataset page: https://huggingface.co/datasets/allenai/RLVR-GSM-MATH-IF-Mixed-Constraints.starling-transfer-shared-eval-no-constraints-no-source-value-train-2p5pct-stratifiedstarling-transfer-shared-eval-no-constraints-source-value-train-2p5pct-stratifiedgnomad_constraintvea-if-constraint-class
geodesic-research/vea-if-constraint-class
Auto-generated by dataset-builder.
Each config below is a separate dataset produced from a versioned YAML build
config. Load with:
from datasets import load_dataset
ds = load_dataset("geodesic-research/vea-if-constraint-class", "<config_name>", revision="<commit-sha>")
Pin revision= to the specific commit SHA you want; without it, you get the
current HEAD of the dataset repo, which may change when the builder re-pushes.… See the full description on the dataset page: https://huggingface.co/datasets/geodesic-research/vea-if-constraint-class.constraint-genconstraint-sat-1000
Constraint Satisfaction Reasoning Dataset
A dataset for training and evaluating logical reasoning capabilities in LLMs through constraint satisfaction problems.
📝 Dataset Overview
Domain: Multi-step logical reasoning / constraint satisfaction / schedulingSize: 1000 examples (uniquely solvable puzzles with step-by-step reasoning)Format: Natural language constraint satisfaction puzzles with structured solutionsGeneration: Algorithmically created with guaranteed… See the full description on the dataset page: https://huggingface.co/datasets/strickvl/constraint-sat-1000.prompts_with_constraints_for_ground_truthtext2svg-stack-follow-constraintsThis dataset is derived from starvector/text2svg-stack. All rows whcihc do not follow svg_constraints for the kaggle drawing-with-llms competition are removed
IF-multi-constraints-upto5-LFM2.5-prompts
IF_multi_constraints_upto5 → LFM2.5 prompt format (for RLVR / rejection sampling / DPO)
A derivative of allenai/IF_multi_constraints_upto5 (odc-by)
normalized for fine-tuning Liquid AI LFM2 / LFM2.5 models, whose native tool-call format is Pythonic:
<|im_start|>assistant
<|tool_call_start|>[get_weather(location='Paris, France', unit='celsius')]<|tool_call_end|><|im_end|>
Prompt-only rows (prompt_only = true): Tulu-SFT instructions with up to 5 verifiable constraints from IFEval… See the full description on the dataset page: https://huggingface.co/datasets/hungbenjamin402/IF-multi-constraints-upto5-LFM2.5-prompts.eu-delegation-constraints-annotations
Dataset Card
Dataset Details
Description
This dataset provides manually annotated legal sentences identifying delegating and constraining provisions in European Union secondary legislation (directives and regulations, 1958–2019).
Each sentence is labeled according to whether it confers or limits policy authority to four executive actors:
Member States (MS)
National competent authorities (NCA)
The European Commission (COM)
Supranational agencies (AGE)
The… See the full description on the dataset page: https://huggingface.co/datasets/giovannip/eu-delegation-constraints-annotations.Negative_Constraint_Filtering10bei_structured_data_with_cot_dataset_512_v2_constraints_added_ver2IF_multi_constraints_upto5_no_langasia-covid-19-constraints-faced-by-people-due-to-covid
Humanitarian Access Constraints due to COVID-19 Pandemic
Publisher: OCHA HQ · Source: HDX · License: cc-by · Updated: 2026-04-27
Abstract
The new and emerging access constraints that people are currently experiencing because of the COVID-19 outbreak.
Each row in this dataset represents geolocated point observations. Data was last updated on HDX on 2026-04-27. Geographic scope: AFG, BGD, BFA, BDI, CMR, CAF, TCD, COL, and 23 others.
Curated into ML-ready Parquet format by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-covid-19-constraints-faced-by-people-due-to-covid.fineweb-coordinate_structure_constraint_complex_left_branch-100M-99.99-0.01constraint_rubric_judge_once_epoch2africa-drc-humanitarian-access-constraints-due-to-covid-19-pandemic-03afff6f
Humanitarian Access Constraints due to COVID-19 Pandemic | Africa (DRC official open data)
52 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Humanitarian Access Constraints due to… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-humanitarian-access-constraints-due-to-covid-19-pandemic-03afff6f.africa-somalia-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071
Humanitarian Access Constraints Due to Covid 19 Pandemic | Africa (OCHA HQ)
1,127 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,127 rows from OCHA HQ, covering Humanitarian Access Constraints Due to Covid 19 Pandemic. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071.africa-south-sudan-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071
Humanitarian Access Constraints Due to Covid 19 Pandemic | Africa (OCHA HQ)
1,127 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,127 rows from OCHA HQ, covering Humanitarian Access Constraints Due to Covid 19 Pandemic. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071.qwen-a2-v2-70-30-constraint-taxafrica-chad-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071
Humanitarian Access Constraints Due to Covid 19 Pandemic | Africa (OCHA HQ)
1,127 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,127 rows from OCHA HQ, covering Humanitarian Access Constraints Due to Covid 19 Pandemic. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071.africa-drc-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071
Humanitarian Access Constraints due to COVID-19 Pandemic | Africa (DRC official open data)
1,127 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Humanitarian Access Constraints due to… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071.asia-owid-legislative-constraints-on-the-executive-index
Legislative Constraints On The Executive Index | Asia (Our World in Data)
🌏 6,167 observations · 47 Asia countries · 1789–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 6,167 observations of Legislative Constraints On The Executive Index data across 47 Asia countries, spanning 1789–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Legislative Constraints On The… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-legislative-constraints-on-the-executive-index.africa-south-sudan-humanitarian-access-constraints-due-to-covid-19-pandemic-03afff6f
Humanitarian Access Constraints Due to Covid 19 Pandemic | Africa (OCHA HQ)
52 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 52 rows from OCHA HQ, covering Humanitarian Access Constraints Due to Covid 19 Pandemic. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-humanitarian-access-constraints-due-to-covid-19-pandemic-03afff6f.IF-multi-constraints-upto5-SFT-LFM2.5
IF_multi_constraints_upto5_SFT → LFM2.5 chat format
A derivative of UniLu/IF_multi_constraints_upto5_SFT (odc-by)
normalized for fine-tuning Liquid AI LFM2 / LFM2.5 models, whose native tool-call format is Pythonic:
<|im_start|>assistant
<|tool_call_start|>[get_weather(location='Paris, France', unit='celsius')]<|tool_call_end|><|im_end|>
SFT-ready precise-instruction-following pairs: the allenai IF-RLVR prompts answered by Gemma-4-31B-it and filtered with the official IFBench… See the full description on the dataset page: https://huggingface.co/datasets/hungbenjamin402/IF-multi-constraints-upto5-SFT-LFM2.5.MNLP_M2_mcqa_dataset
MNLP M2 MCQA Dataset
This dataset contains the training data used for the MCQA (Multiple Choice Question Answering) model in MNLP Milestone 2.
📊 Data Distribution
MMLU Trainset: 9,782 samples (74.4%)
ARC Challenge: 1,119 samples (8.5%)
ARC Easy: 2,251 samples (17.1%)
Total: 13,152 samples
🎯 Training Usage
Constraints/MNLP_M2_mcqa_model (submitted model): Trained using only MMLU trainset portion (9,782 samples)
Other experimental models: Used various… See the full description on the dataset page: https://huggingface.co/datasets/Constraints/MNLP_M2_mcqa_dataset.deepwriting20k_length_constraint_taggedafrica-sudan-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071
Humanitarian Access Constraints due to COVID-19 Pandemic | Africa (Sudan official open data)
1,127 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Humanitarian Access Constraints due… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-humanitarian-access-constraints-due-to-covid-19-pandemic-6ca89071.