datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
macrostack-open-alternatives
Macrostack Open Alternatives
387 verified open-source and self-hostable alternatives to
85 proprietary products, across 78 categories and the
five layers of the AI and cloud stack.
Maintained at macrostack.net. Data version 2026-09-05.
What makes this different from a listicle
Every licence is read from the project's own LICENSE file rather than from a
marketing page. That sounds like a small distinction and it is not: vendors
routinely describe source-available… See the full description on the dataset page: https://huggingface.co/datasets/Macrostack/macrostack-open-alternatives.id-en-codeswitch-dataset-alternative
Indonesian–English Code-Switching Synthetic Speech Dataset
Synthetic speech generated for the undergraduate final project "Handling
Code-Switching in Automatic Speech Recognition for Low-Resource Language
Pairs: An Indonesian–English Case Study", School of Electrical Engineering
and Informatics, Institut Teknologi Bandung.
This dataset contains synthetic audio produced from the Indonesian–English
code-switching text corpora released in the companion repository below. It
was used… See the full description on the dataset page: https://huggingface.co/datasets/shulhaaja/id-en-codeswitch-dataset-alternative.clinical-alternative-hypothesis-suppression-v0.1What this dataset tests
Whether a system keeps dangerous alternatives aliveuntil evidence rules them out.
Required outputs
suppressed alternatives
missing discriminating tests
premature closure markers
safety risk of suppression
Typical failures
anxiety used to close chest pain
normal labs used to dismiss surgical causes
symptom relief treated as diagnosis
Suggested prompt wrapper
System
You detect alternative hypothesis suppression.You protect against premature… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-alternative-hypothesis-suppression-v0.1.PathPal
Dataset Name: Descriptive and Categorized Travel Snippets
Description
This dataset is a synthetic collection created from 160 different travel-related categories, providing detailed descriptions of accessible adventures and activities. It aims to inspire and inform individuals about opportunities accommodating diverse needs, each entry pairing a detailed description with a category label reflecting the nature of the activity.
Dataset Structure
Descriptions:… See the full description on the dataset page: https://huggingface.co/datasets/alternativerealitystudio/PathPal.autonomous-driving-catastrophic-plausible-alternative-identification-v0.1What this dataset tests
Whether a system can identify
the most dangerous coherent alternative
within a counterfactual scenario tree.
Danger is defined as:
high plausibility
high collapse severity
short recovery window.
Required outputs
most_dangerous_branch_id
initiating_agent
trigger_action
time_to_instability_s
prevention_leverage_point
countermeasure_suggestion
Scoring conventions
time_to_instability is seconds
prevention leverage point names the earliest controllable step… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/autonomous-driving-catastrophic-plausible-alternative-identification-v0.1.alternative-hypothesis-suppression-v0.1What this dataset tests
Whether a system prematurely collapsesa hypothesis space without justification.
Required outputs
suppressed_alternatives
suppression_reasoning_missing
required_disambiguation_tests
risk_of_premature_closure
Typical failures
anchoring on the first plausible explanation
authority or familiarity bias
skipping disambiguation steps
Suggested prompt wrapper
System
You check for suppressed viable hypotheses.
User
Evidence{given_evidence}
Chosen… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/alternative-hypothesis-suppression-v0.1.russian-indi-alternativetop-alternativeto-softwares-datanutriswap-healthy-food-alternatives