ENT-00002625 · AI Infrastructure

Hugging Face PEFT

Hugging Face PEFT is a framework / tooling system associated with Hugging Face.

Level V — PersistentActiveDocumented

Human readable record

Overview

Hugging Face PEFT is a software system used in AI, machine learning, data processing or model deployment. It is documented as parameter-efficient fine-tuning library, making it a useful infrastructure node for tracing how models, datasets, experiments and applications are built.

Timeline

2023Public release or documentation
Hugging Face PEFT appears in public documentation, project records, benchmark descriptions or research references associated with Hugging Face.

Capabilities

AI development infrastructureSoftware or platform documentationWorkflow supportIntegration contextDeployment or evaluation support

Known limitations

Capabilities depend on software version, deployment configuration and supported integrations.Project scope and maintenance status can change over time.

Technical and registry detail

Technical description

Structured record for Hugging Face PEFT. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

AI InfrastructureSoftwareFrameworkMachine Learning

Relationship graph

Hugging Face PEFT

Associated organizationHugging Face

Hugging Face is the organization, project community or institutional context associated with Hugging Face PEFT.

Domain contextAI infrastructure

Hugging Face PEFT belongs to the AI infrastructure layer of the intelligent-entity registry.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002625",
    "name": "Hugging Face PEFT",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Hugging Face PEFT is a framework / tooling system associated with Hugging Face.",
    "creator": "Hugging Face",
    "url": "entity.php?id=ENT-00002625",
    "sameAs": "https://github.com/huggingface/peft",
    "lxkeysWorld": {
        "classification": "Framework / Tooling System",
        "organization": "Hugging Face",
        "originContext": "AI infrastructure",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI development infrastructure",
            "Software or platform documentation",
            "Workflow support",
            "Integration context",
            "Deployment or evaluation support"
        ],
        "limitations": [
            "Capabilities depend on software version, deployment configuration and supported integrations.",
            "Project scope and maintenance status can change over time."
        ],
        "tags": [
            "AI Infrastructure",
            "Software",
            "Framework",
            "Machine Learning"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "Public release or documentation",
                "description": "Hugging Face PEFT appears in public documentation, project records, benchmark descriptions or research references associated with Hugging Face."
            }
        ],
        "relationships": [
            {
                "target": "Hugging Face",
                "type": "Associated organization",
                "description": "Hugging Face is the organization, project community or institutional context associated with Hugging Face PEFT.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI infrastructure",
                "type": "Domain context",
                "description": "Hugging Face PEFT belongs to the AI infrastructure layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://github.com/huggingface/peft",
                "source_type": "Official Source",
                "verification_status": "verified"
            }
        ]
    }
}

Proof and discussion layer

Contribute to this record

Submit a proof, correction or comment. Public display is moderated. Every submission remains preserved in the export archive.

Submit proof or comment

Approved comments

No approved public comment yet.