datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-5-mini
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-5-mini
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose abstractions, weigh… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-5-mini.titer-expertise-claims
titer · attested expertise claims
99,984 expertise claims attested by publication record, for 20,000
researchers with an ORCID iD. Built to measure whether a people-search provider
can tell a real expert from a claimed one.
Sources: OpenAlex (disambiguated authors, works, topics), ORCID (the
identity spine), Crossref DOIs (the attestation chain). All open. A
researcher cannot self-assert a DOI into existence, which is why authorship is
treated as attested where a self-reported… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/titer-expertise-claims.PersonaSignal-LeakageCheck-Programming-Expertise-DPO-TinkerPersonaSignal-LeakageCheck-Programming-Expertise-Meta-Llama-3.1-8B-Instruct-TurboPersonaSignal-LeakageCheck-Programming-Expertise-gpt-4oPersonaSignal-LeakageCheck-Programming-Expertise-gpt-4o-miniPersonaSignal-LeakageCheck-Programming-Expertise-claude-sonnet-4-5-20250929PersonaSignal-PerceivabilityTest-Programming-Expertise-Meta-Llama-3.1-8B-Instruct-Turbo
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise-Meta-Llama-3.1-8B-Instruct-Turbo
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise-Meta-Llama-3.1-8B-Instruct-Turbo.PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-4o-mini
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-4o-mini
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose abstractions, weigh… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-4o-mini.PersonaSignal-PerceivabilityTest-Programming-Expertise
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose abstractions, weigh tradeoffs… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise.PersonaSignal-PerceivabilityTest-Programming-Expertise-claude-sonnet-4-5-20250929
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise-claude-sonnet-4-5-20250929
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise-claude-sonnet-4-5-20250929.PersonaSignal-PerceivabilityTest-Programming-Expertise-DPO-Tinker
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise-DPO-Tinker
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose abstractions, weigh… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise-DPO-Tinker.PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-4o
Dataset card for PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-4o
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "programming_expertise",
"dimension_values": [
"Novice",
"Intermediate",
"Advanced"
],
"dimension_description": "Represents the user's practical fluency in software engineering. It shapes how they decompose problems, choose abstractions, weigh tradeoffs… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Programming-Expertise-gpt-4o.