datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Linguistic-Diagnostics-Pragmatics
LINDSEA Pragmatics
LINDSEA Pragmatics is a linguistic diagnostic from BHASA that evaluates a model's understanding of linguistic phenomena, pragmatics in particular, for Indonesian.
Supported Tasks and Leaderboards
LINDSEA Pragmatics is designed for evaluating chat or instruction-tuned large language models (LLMs).
Languages
Indonesian (id)
Dataset Details
LINDSEA Pragmatics only has an Indonesian (id) split, with additional splits containing… See the full description on the dataset page: https://huggingface.co/datasets/aisingapore/Linguistic-Diagnostics-Pragmatics.Linguistic-Diagnostics-Syntax
LINDSEA Syntax
LINDSEA Syntax is a linguistic diagnostic from BHASA that evaluates a model's understanding of linguistic phenomena, syntax in particular, for Indonesian.
Supported Tasks and Leaderboards
LINDSEA Syntax is designed for evaluating chat or instruction-tuned large language models (LLMs).
Languages
Indonesian (id)
Dataset Details
LINDSEA Syntax only has an Indonesian (id) split, with additional splits containing fewshot examples. Below… See the full description on the dataset page: https://huggingface.co/datasets/aisingapore/Linguistic-Diagnostics-Syntax.grokking-diagnostics-runs
Grokking Diagnostics Runs
Per-run training records and aggregate fits backing:
Weight Decay Regimes in Grokking Transformers: Cheap Online Diagnostics
Lucky Verma. Independent Researcher. 2026.
Paper ·
DOI ·
PDF ·
Code
Contents
The paper provenance indexes 1,792 paper-run records: 1,442 records from the
main paper-integrated run tree plus 350 cross-architecture scope-probe records.
This dataset repository also includes convenience subset mirrors, so the… See the full description on the dataset page: https://huggingface.co/datasets/lucky-verma/grokking-diagnostics-runs.Linguistic-Diagnostics-Syntax-Judge
LINDSEA Syntax
LINDSEA Syntax is a linguistic diagnostic from BHASA that evaluates a model's understanding of linguistic phenomena, syntax in particular, for Indonesian.
Supported Tasks and Leaderboards
LINDSEA Syntax is designed for evaluating chat or instruction-tuned large language models (LLMs).
Languages
Indonesian (id)
Dataset Details
Data Sources
Data Source
License
Language/s
Split/s
CC BY 4.0… See the full description on the dataset page: https://huggingface.co/datasets/aisingapore/Linguistic-Diagnostics-Syntax-Judge.crossarch-1b-diagnostics
Cross-architecture mergeability diagnostics for five ~1B monolingual LMs
A third model family for the mergeability project, alongside Goldfish and Beetle/MergeBench.
Read this first: what "merging" means for these five models
Five independently trained ~1B monolingual models were requested: Pythia-1.4B (EN),
Zh-Pythia-1.4B (ZH), Tucano-1b1 (PT), Bielik-1.5B-v3 (PL), Minerva-1B (IT). They differ in
architecture family, hidden dimension (1536 vs 2048), depth (16 /… See the full description on the dataset page: https://huggingface.co/datasets/Cross-Mergeability/crossarch-1b-diagnostics.dml-fl-iot-ids-diagnosticpainting-restoration-eval-diagnosticsfungi_diagnostic_chars_comparison_japanese
fungi_diagnostic_chars_comparison_japanese大菌輪「識別形質まとめ」データセット最終更新日 / Last updated: 2026/8/29（up to R3-14214）
Languages
Japanese
This dataset is available in Japanese only.
概要 / Overview
Atsushi Nakajima（中島淳志）が個人で運営しているWebサイト大菌輪では、数千件以上の菌類分類学論文を「論文3行まとめ」という形で要約および索引付け（インデキシング）した情報を提供しています。その一環として、ある菌と別の菌の「共通する」あるいは「異なる」識別形質 (diagnostic characters) に関する記述を人手で抽出しています。
Daikinrin, a personal website run by Atsushi Nakajima, provides summaries and… See the full description on the dataset page: https://huggingface.co/datasets/Atsushi/fungi_diagnostic_chars_comparison_japanese.nejm-medqa-diagnostic-reasoning-datasetDownloaded from Supplemental Information of the article "Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine
" [link]
Savage, T., Nayak, A., Gallo, R. et al. Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine. npj Digit. Med. 7, 20 (2024). https://doi.org/10.1038/s41746-024-01010-1
shotpath-action-diagnostic-venuslike-eval-20260709# ShotPath Action Diagnostic Venus-like Eval 20260709
This bundle contains the LLM-audited pure-operation diagnostic set for Venus-like evaluation.
Files:
action_diagnostic_pure_operation.jsonl: 908 examples after leakage audit.
images/: image files referenced by the jsonl.
scripts/eval_action_diagnostic_qwen25vl.py: Qwen2.5-VL base/LoRA evaluator.
scripts/run_action_diagnostic_venuslike_eval_server.sh: server runner for base7b, stage1 step200, stage2 step200.
Default server paths in the… See the full description on the dataset page: https://huggingface.co/datasets/purefall/shotpath-action-diagnostic-venuslike-eval-20260709.ai-reviewer-diagnostic-data
AI Reviewer Diagnostic Data
Dataset for Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation.Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan. CIKM 2025. DOI: https://doi.org/10.1145/3746252.3761274
Companion resources
Resource
Link
Use
Paper
https://doi.org/10.1145/3746252.3761274
CIKM 2025 publication
Code
https://github.com/PKU-ONELab/where-do-llms-go-wrong
scripts, prompts, docs, and reproduction… See the full description on the dataset page: https://huggingface.co/datasets/PKU-ONELab/ai-reviewer-diagnostic-data.glue_diagnostics
Overview
Original dataset available here.
Dataset curation
Filled in the empty rows of columns "lexical semantics", "predicate-argument structure",
"logic", "knowledge" with empty string "".
Labels are encoded as follows
{"entailment": 0, "neutral": 1, "contradiction": 2}
Code to create dataset
import pandas as pd
from datasets import Features, Value, ClassLabel, Dataset
df = pd.read_csv("<path to file>/diagnostic-full.tsv", sep="\t")
# column names to… See the full description on the dataset page: https://huggingface.co/datasets/pietrolesci/glue_diagnostics.wisconsin-diagnostic-breast-cancer
Wisconsin Diagnostic Breast Cancer (WDBC)
This tabular dataset contains 569 samples, each a fine-needle aspirate (FNA) of a breast mass. Each row holds 30 nuclear features computed from a digitized image of the sample, plus a diagnosis label.
On each image, several cell nuclei are outlined and 10 measurements are taken from every nucleus:
radius: mean distance from the center to points on the perimeter
texture: standard deviation of gray-scale values
perimeter: length of the… See the full description on the dataset page: https://huggingface.co/datasets/startown/wisconsin-diagnostic-breast-cancer.hy4-researchbench-exp-c-v5-diagnostic-unfoldsquare-01a-ours-sobol-r1-diagnostic-rolloutsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "panda",
"total_episodes": 100,
"total_frames": 22484,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ankile/square-01a-ours-sobol-r1-diagnostic-rollouts.square-d1-01a-ours-sobol-r1-diagnostic-rolloutsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "panda",
"total_episodes": 200,
"total_frames": 59777,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:200"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ankile/square-d1-01a-ours-sobol-r1-diagnostic-rollouts.bfr-diagnostic
Body-Fact Retrieval (BFR) diagnostic
A science-specific long-context retrieval probe released with SciEmbed
(Citation-Context Supervision for Scientific Document Embeddings, Findings of
EMNLP 2026). The task: given a sentence drawn from the body of a scientific
paper that does not appear in its abstract, retrieve the source paper from a
pool of full-text documents. Short-context encoders that only see the
title+abstract are blind to the content that must be matched; long-context… See the full description on the dataset page: https://huggingface.co/datasets/J0nasW/bfr-diagnostic.lexiconerror-diagnostics
LexiconError Diagnostics
LexiconError Diagnostics is a 16,474-record, provenance-preserving corpus of programming-language compiler diagnostics, linter rules, runtime exceptions, infrastructure failures, and accelerator-runtime faults. It is a reference dataset, not a claim of exhaustive or fully editorially verified coverage.
Dataset details
Release version: 2026.08
Records: 16,474 across 44 languages and 45 tools
Records marked verified: 41; generated registry… See the full description on the dataset page: https://huggingface.co/datasets/Magnexis/lexiconerror-diagnostics.mi-064-local-openbook-diagnostics-staging
MI-064 Bounded Diagnostic Methodology v3.1 — Bridge Review
This is a sanitized public bridge-review package for documenting MI-064 Taiwan-alignment diagnostic methodology, comparability corrections, and the Phase3.1 TW-v4a bridge diagnostic.
Status: public_sanitized_append_only_update_authorized__phase4_final_revision_reconciled
Read this first
Traditional-Chinese visual reader guide: click the diagram above or open the HF Static Space.
繁中 Dataset Card:… See the full description on the dataset page: https://huggingface.co/datasets/rickytzai/mi-064-local-openbook-diagnostics-staging.square-01a-d1-ours-mining-r2-diagnostic-rolloutsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "panda",
"total_episodes": 100,
"total_frames": 24985,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ankile/square-01a-d1-ours-mining-r2-diagnostic-rollouts.p1b-mcmc-diagnostics
P1B MCMC Chain Diagnostics
Title: MCMC chain diagnostics and convergence CSV files
Description
This dataset contains the top-level MCMC chain diagnostic and convergence summary files
produced by the Cobaya MCMC sampler for the P1B cosmological parameter inference runs.
It corresponds to Appendix A, item 1 of the paper
"P1B — Technical Verification Companion to the ECH Spin-Torsion Program" (v1B.0.75).
Files include convergence CSVs (R-1 statistics per chain)… See the full description on the dataset page: https://huggingface.co/datasets/bamfai/p1b-mcmc-diagnostics.Agentic-Diagnostic-Reasoning-with-Multimodal-SLMs-via-Reinforcement-Learningglue_diagnostics
Citation
@inproceedings{wang2019glue, title={{GLUE}: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding}, author={Wang, Alex and Singh, Amanpreet and Michael, Julian and Hill, Felix and Levy, Omer and Bowman, Samuel R.}, note={In the Proceedings of ICLR.}, year={2019}}
square-01a-ours-mining-beta05-r2-diagnostic-rolloutsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "panda",
"total_episodes": 100,
"total_frames": 19158,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ankile/square-01a-ours-mining-beta05-r2-diagnostic-rollouts.tibetan-ocr-diagnostic-benchmark
Tibetan OCR Diagnostic Benchmark (OFAT)
A small, controlled diagnostic OCR benchmark of 300 synthetic Tibetan pecha-page images with exact, noise-free ground truth.
It is a scientific instrument for measuring how OCR character error rate (CER) responds to individual difficulty factors one at a time (OFAT) — not a coverage-maximizing training set.
Code & regeneration: https://github.com/buda-base/synthetic-ocr-benchmark-tools (diagnostic_benchmark/)
What's inside… See the full description on the dataset page: https://huggingface.co/datasets/BDRC/tibetan-ocr-diagnostic-benchmark.progressive-8k-30nfe-diagnosticsafrica-synth-tuberculosis-tb-laboratory-diagnostics-all
TB Laboratory Diagnostics | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: csv - Sector: culture_language - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-tuberculosis-tb-laboratory-diagnostics-all.automotive-diagnostics-v2
Automotive Diagnostics AI Dataset v2
Description
Training dataset for Automotive Diagnostics AI Assistant.
Built from real internet sources using automated text parsing.
No manual data entry used in dataset construction.
Data Sources
OBD-II documentation from GitHub repositories
UDS ISO 14229 protocol reference documents
ISO 26262 functional safety standard reference
NHTSA US Government vehicle complaint API
Dataset Structure
Each… See the full description on the dataset page: https://huggingface.co/datasets/RRK1987/automotive-diagnostics-v2.spanish_diagnosticsdiagnostic-tutor-dataset
diagnostic-tutor v4 — 810 conversations
The training set behind all-the-smiles/diagnostic-tutor-qwen3-1.7b, subfolder v4n810,
revision 90f79a5 — the shipped adapter. v4_train.jsonl is the file that produced it.
rows
English
644
Chinese
87
Japanese
79
total
810
2,839 tutor turns. Every one clears the generation gate (checker.check_gate).
Why v4 is not v3
v3 (652 rows) contained zero non-English characters.
An exchange partner attacked the v3… See the full description on the dataset page: https://huggingface.co/datasets/all-the-smiles/diagnostic-tutor-dataset.