datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
2026-08-20-odcv-feature-discovery-difficult-advice-716-5-pct-vs-numina-control
LLM-driven feature discovery over ODCV-Bench rollouts from TWO matched Qwen3.6-27B LoRA arms — 9,284 filtered instruction rows plus 716 rows that differ only in kind (constitution-grounded difficult advice vs NuminaMath chain-of-thought) — asking which reasoning and action properties separate the two models, and which go with the judged misalignment.
field
value
experiment
LLM-driven feature discovery over ODCV-Bench rollouts from TWO matched Qwen3.6-27B LoRA arms — 9… See the full description on the dataset page: https://huggingface.co/datasets/dougalldeepmind/2026-08-20-odcv-feature-discovery-difficult-advice-716-5-pct-vs-numina-control.tinygiant-omni-test-featurescache_features_b0_oxe_part_1SWE-FeaturesThe columns repo, pr_number, title, body, changed_files are self-explanatory. The other columns are:
changed_files_count: How many files are modified in this pull request (only js and py files are counted)
meets_criteria: It means whether gpt-4o-mini thinks this pull request meets the following criteria: (a) the title and body clearly describe the PR; (b) the PR introduces new functionality rather than fixing bugs; and (c) the PR is independent and not
obviously linked to other issues.… See the full description on the dataset page: https://huggingface.co/datasets/letta-ai/SWE-Features.thinkflow-vla-features-b2Selena-Gomez-With-Lyrics-And-Spotify-Audio-Featuresadvint_featurescache_features_b2_oxe_finalcache_features_b0_oxe_part_3vscode-bug-feature-triage
VS Code Bug vs Feature Request Triage
Dataset summary
1,993 prepared issue records from public microsoft/vscode issues, reduced to one binary task: classify the issue text as bug or feature-request. The splits are a frozen temporal holdout (80/10/10 by created_at within each class, seed 42) used by the GitHub Triage SLM Fine-Tuning Benchmark to compare fine-tuned small models against their base checkpoints on the same test set. Each record carries cleaned issue… See the full description on the dataset page: https://huggingface.co/datasets/Tilakoid/vscode-bug-feature-triage.compassion-features-attribution
Compassion Features Attribution Dataset
Controlled linguistic-feature dataset and behavioral evaluation items used in the paper:
"Tell, don't show: Linguistic features that shift LLM reasoning about animal welfare"
(Brazilek and Dunn, 2026).
The paper asks: when animal-welfare passages are used as fine-tuning data, which linguistic features actually shift a language model's stance on animal-welfare reasoning? The answer comes from behavioral evaluation on vocabulary-matched… See the full description on the dataset page: https://huggingface.co/datasets/CompassioninMachineLearning/compassion-features-attribution.ryan-spearman-prepared-featuresfeature_extraction_training_datadataset-feature-extractionfeature_extraction_training_data_unilever_v1.1feature-flag-debug-trajectories
Feature Flag Debug Trajectories
Rights & intended use: legacy public research corpus / portfolio
artifact. Hosted frontier-model outputs are research-only inputs under
project policy (synthetic-factory#161):
intended_use: research_only, project_training_policy: blocked. Not
training data for any model-weight update. Machine-readable record:
rights.json.
Release status: The raw, uncurated payload is now published under
data/raw/. It is available for inspection and… See the full description on the dataset page: https://huggingface.co/datasets/rmems/feature-flag-debug-trajectories.Agricultural_pests_and_diseases_feature_alignment_data
Dataset License Information
This dataset is compiled from multiple public sources.Each source dataset is subject to its own license, as listed below.
Dataset Name
License
Source Link
AppleLeaf9
CC BY 4.0
https://github.com/JasonYangCode/AppleLeaf9?tab=readme-ov-file
LWDCD
CC0
https://aistudio.baidu.com/datasetdetail/231774
PlantVillage-Dataset-master
CC0 1.0
https://data.mendeley.com/datasets/tywbtsjrjv/1
Rice Leaf Disease Image samples
CC BY… See the full description on the dataset page: https://huggingface.co/datasets/Agri-LLaVA-Anonymous/Agricultural_pests_and_diseases_feature_alignment_data.TRIM-gpt-oss-120b-separate-neighbors-only-para-random-feature-num
TRIM Agent Reasoning Messages (HF Public Export)
This directory is a Hugging Face-friendly public export of the TRIM agent reasoning SFT data.
What Is Included
Provider: vllm
Model: gpt-oss-120b
SFT mode: local_neighbor_only
Splits present: train
Records in this export manifest: 10056
Tasks in this split: AMES, BBB_Martins, Bioavailability_Ma, CYP2C9_Substrate_CarbonMangels, CYP2D6_Substrate_CarbonMangels, CYP3A4_Substrate_CarbonMangels, Carcinogens_Lagunin, ClinTox… See the full description on the dataset page: https://huggingface.co/datasets/Kiria-Nozan/TRIM-gpt-oss-120b-separate-neighbors-only-para-random-feature-num.feature_extraction_training_data_unileverfeature_extraction_datasetcache_features_b2_oxe_subsetqwen3-1.7b-features-similar-k100000feature-explanationstrendyol-electronics-products-features-and-commentstmp-features-configsfeature_extractorcache_features_b0_oxe_part_2GeoWiki-Featuresphyworld-data-pad_featuresfeature_extraction_training_data_function_calling