Structured entry data for human tools, AI systems and machine clients.
{
"@context": [
"https://schema.org",
{
"lxw": "https://lxkeys.world/schema/"
}
],
"@type": "Thing",
"identifier": "ENT-00000965",
"name": "PEFT",
"alternateName": [],
"additionalType": {
"category": "Frameworks and Software",
"type": "AI Framework",
"subtype": "",
"lxkeysEntity": false
},
"description": "PEFT is a AI software framework associated with Hugging Face, classified in LXKeys.world as AI / ML Framework.",
"creator": "Hugging Face",
"url": "https://lxkeys.world/entry.php?id=ENT-00000965&lang=en",
"sameAs": "https://huggingface.co/docs/peft/index",
"image": "https://lxkeys.world/uploads/entity-images/ENT-00000965.png",
"lxkeysWorld": {
"worldId": "ENT-00000965",
"kind": "Frameworks and Software",
"type": "AI Framework",
"subtype": "",
"classification": "AI / ML Framework",
"organization": "Hugging Face",
"originContext": "Model adaptation library",
"firstPublicAppearance": "2023",
"currentStatus": "Active",
"documentationStatus": "Documented",
"documentationIndex": {
"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"
},
"facts": [],
"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": "Initial public software release",
"description": "PEFT entered the documented public record in 2023. This event is retained at the precision supported by the Entry’s reviewed source history.",
"source_url": "https://huggingface.co/docs/peft/index",
"verification_status": "source_backed_curated_baseline"
}
],
"relationships": [
{
"target": "Hugging Face",
"type": "Associated Organization",
"description": "Hugging Face is the organization or ecosystem associated with PEFT.",
"evidence_level": "documentary",
"target_id": "ENT-00000057"
}
],
"sources": [
{
"label": "PEFT official reference",
"url": "https://huggingface.co/docs/peft/index",
"source_type": "Official Documentation",
"verification_status": "verified",
"authority": "TRUSTED_PRIMARY",
"role": "model_or_dataset_repository",
"update_enabled": false,
"authority_basis": "curated-corpus-refresh-2026-09-08"
}
],
"canonical": [],
"imageMeta": {
"path": "uploads/entity-images/ENT-00000965.png",
"sha256": "1f7c4cf1cbb015e67e967d8b2d76973c3d4a72ffa3066ff9a693644502cc84b8",
"width": 512,
"height": 512,
"mime": "image/png",
"provenance_status": "PROVENANCE_UNCONFIRMED",
"review_status": "preserved_pending_official_verification",
"legacy_provenance_status": "legacy_unverified",
"source_type": "historical",
"source_label": "LXKeys.world historical media corpus",
"metadata_namespace": "urn:lxkeys:xmp:1.0",
"metadata_embedded": true,
"metadata_verified": true,
"asset_id": "LXW-IMG-ENT-00000965-1F7C4CF1CBB0",
"processing_id": "LXP-20260908-3DBC48BED85F",
"processed_at_utc": "2026-09-08T18:00:00Z",
"dypclt": "D-0 Y-2 P-4 C-4 L-33 T-6",
"rights_holder": "",
"rights_policy": "PROVENANCE_REVIEW_REQUIRED",
"original_sha256": "1f7c4cf1cbb015e67e967d8b2d76973c3d4a72ffa3066ff9a693644502cc84b8",
"processed_sha256": "3e8ae7683099b0f1a82f2445ef1e4fefba2592811ca5d1f058d8d2f9c3379c44"
}
}
}