datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
task417_mickey_es_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task417_mickey_es_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task417_mickey_es_sentence_perturbation_generation.task1581_eqasc-perturbed_answer_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1581_eqasc-perturbed_answer_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1581_eqasc-perturbed_answer_generation.task413_mickey_en_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task413_mickey_en_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task413_mickey_en_sentence_perturbation_generation.drug-perturbation
Drug perturbation prediction
Frozen prompts and deterministic reference answers from
drug-perturbation-rl.
This release reorganizes the previously public example table into Hugging Face
train/test files without changing any prompt, answer, split, or assay value.
manifest.json records the source and exported file checksums.
Tasks and splits
There are 186,854 training rows and 20,257 test rows across 12 task views.
The split is compound-disjoint; multiple views and… See the full description on the dataset page: https://huggingface.co/datasets/seanpohorence/drug-perturbation.task408_mickey_it_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task408_mickey_it_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task408_mickey_it_sentence_perturbation_generation.perturbation-bench
Perturbation Bench
A benchmark of sequence-level perturbation tasks for evaluating DNA foundation models.
Each task presents pairs of genomic sequences — one real (unperturbed) and one structurally
altered — and asks whether the model assigns higher log-likelihood to the original.
Metric: pairwise discrimination accuracy = mean(LL(original) > LL(perturbed))
Tasks
syn_human · syn_mouse — Synonymous codon substitution (20,000 pairs each)
Codons… See the full description on the dataset page: https://huggingface.co/datasets/HuggingFaceBio/perturbation-bench.task407_mickey_hi_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task407_mickey_hi_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task407_mickey_hi_sentence_perturbation_generation.task409_mickey_nl_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task409_mickey_nl_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task409_mickey_nl_sentence_perturbation_generation.task416_mickey_de_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task416_mickey_de_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task416_mickey_de_sentence_perturbation_generation.task411_mickey_vi_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task411_mickey_vi_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task411_mickey_vi_sentence_perturbation_generation.task414_mickey_ar_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task414_mickey_ar_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task414_mickey_ar_sentence_perturbation_generation.math_perturbed_200
MATH Perturbed (200 Problems)
A dataset of 200 MATH benchmark problems where numerical values have been changed, resulting in different correct answers. Created to study test set contamination and whether models have memorized specific answers versus learned mathematical reasoning.
Dataset Description
This dataset contains 200 problems from the MATH benchmark where numerical values have been modified using Claude. Each problem maintains the same structure and problem type… See the full description on the dataset page: https://huggingface.co/datasets/stellaathena/math_perturbed_200.preference-model-perturbations
preference-model-perturbations
A Hugging Face dataset of paired model responses (original vs.
counterfactually perturbed) along with human and reward-model preferences,
generated by a Counterfactual Data Augmentation (CDA) pipeline to
analyze and mitigate bias in preference models.
Links
Homepage: CDA Pipeline Code
Description
Each record contains:
bias: type of bias expressed in the perturbation (5 possible values).
query: the original user prompt or query.… See the full description on the dataset page: https://huggingface.co/datasets/abharadwaj123/preference-model-perturbations.task415_mickey_bg_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task415_mickey_bg_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task415_mickey_bg_sentence_perturbation_generation.geo-perturbation-grouping-test
GEO Gene-Perturbation Grouping — Held-out Test
The held-out evaluation set for the GEO gene-perturbation grouping task. The training
and validation data live in the companion private repo
jsoul/geo-perturbation-grouping-train,
which is where the full task description, rulebook, and data-format documentation are
maintained.
⚠️ Intended as a clean evaluation benchmark — avoid using it for training or model
selection.
Contents
300 examples, one test split.
300… See the full description on the dataset page: https://huggingface.co/datasets/jsoul/geo-perturbation-grouping-test.task406_mickey_fr_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task406_mickey_fr_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task406_mickey_fr_sentence_perturbation_generation.error-detection-positives_perturbed
error-detection-positives_perturbed
This dataset is part of the PARC (Premise-Annotated Reasoning Collection) and contains mathematical reasoning problems with error annotations. This dataset combines positives_perturbed samples from multiple domains.
Domain Breakdown
gsm8k: 48 samples
math: 42 samples
metamathqa: 72 samples
orca_math: 85 samples
Features
Each example contains:
data_source: The domain/source of the problem (gsm8k, math, metamathqa… See the full description on the dataset page: https://huggingface.co/datasets/PARC-DATASETS/error-detection-positives_perturbed.geo-perturbation-grouping-train
GEO Gene-Perturbation Grouping — Train / Validation
Supervised fine-tuning (SFT) data for teaching an LLM to read the sample metadata of a
NCBI GEO gene-expression series and organize its
samples into valid genetic-perturbation case/control experimental groups.
This repository holds the train and validation splits. The held-out test set
lives in a separate private repo: jsoul/geo-perturbation-grouping-test.
What the task is
Given a GEO study (its… See the full description on the dataset page: https://huggingface.co/datasets/jsoul/geo-perturbation-grouping-train.task1580_eqasc-perturbed_question_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1580_eqasc-perturbed_question_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1580_eqasc-perturbed_question_generation.geo-perturbation-grouping-production
GEO Gene-Perturbation Grouping — Production / Inference Inputs
The production inference corpus for the GEO gene-perturbation grouping task: a large set
of NCBI GEO studies formatted as model prompts, to be
run through a fine-tuned model (e.g.
jsoul/geo-perturbation-grouping-qwen3-30b-a3b
or jsoul/geo-perturbation-grouping-qwen3-4b)
to generate case/control perturbation groupings at scale.
⚠️ Unlabeled — inputs only. Every row contains just a system + user message and
no… See the full description on the dataset page: https://huggingface.co/datasets/jsoul/geo-perturbation-grouping-production.task410_mickey_ru_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task410_mickey_ru_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task410_mickey_ru_sentence_perturbation_generation.task412_mickey_zh_sentence_perturbation_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task412_mickey_zh_sentence_perturbation_generation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task412_mickey_zh_sentence_perturbation_generation.