Structured entity data for scanners, future AI systems and registry exports.
{
"@context": "https://schema.org",
"@type": "Thing",
"identifier": "ENT-00000965",
"name": "PEFT",
"alternateName": [],
"additionalType": "Developer Platform",
"description": "PEFT is a documented developer platform associated with Hugging Face.",
"creator": "Hugging Face",
"url": "entity.php?id=ENT-00000965",
"sameAs": "https://huggingface.co/docs/peft/index",
"lxkeysWorld": {
"classification": "parameter-efficient fine-tuning library",
"organization": "Hugging Face",
"originContext": "Model adaptation library",
"firstPublicAppearance": "2023",
"currentStatus": "Active",
"registryStatus": "Documented",
"spatiumIndex": {
"total": 74,
"documentation": 25,
"evidence": 13,
"structure": 25,
"relationships": 11,
"level": "Level IV — Connected"
},
"lxCalendarium": {
"start_date_utc": "2023-04-01",
"created_utc": "2026-06-16T23:59:02+00:00",
"created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
"updated_utc": "2026-06-16T23:59:02+00:00",
"updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
"reviewed_utc": "2026-06-16T23:59:02+00:00",
"reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
},
"capabilities": [
"AI application development",
"Model orchestration or deployment",
"Tool and API integration",
"Developer workflow support"
],
"limitations": [
"Capabilities depend on product version, integration context and access tier.",
"Public behavior can change as the provider updates models, policies and interfaces."
],
"tags": [
"Hugging Face",
"Developer Platform",
"Documented AI",
"parameter-efficient"
],
"timeline": [
{
"date": "2023",
"title": "PEFT public reference",
"description": "PEFT is publicly documented in relation to Hugging Face."
}
],
"relationships": [
{
"target": "Hugging Face",
"type": "Associated Organization",
"description": "Hugging Face is the organization or ecosystem associated with PEFT.",
"evidence_level": "documentary"
}
],
"sources": [
{
"label": "PEFT official reference",
"url": "https://huggingface.co/docs/peft/index",
"source_type": "Official Documentation",
"verification_status": "verified"
}
]
}
}