L
ENT-00000963 · Developer Platform

LoRA

LoRA is a documented developer platform associated with Microsoft AI.

Level V — PersistentActiveDocumented
Human readable record

Overview

LoRA is documented as an AI developer platform or infrastructure component associated with Microsoft AI. Its importance comes from parameter-efficient fine-tuning method for large models. The record helps connect models, applications, agents and deployment environments inside the broader AI tooling layer.

Timeline

  1. 2021LoRA public reference

    LoRA is publicly documented in relation to Microsoft AI.

Capabilities

AI application developmentModel orchestration or deploymentTool and API integrationDeveloper workflow support

Known limitations

Capabilities depend on product version, integration context and access tier.Public behavior can change as the provider updates models, policies and interfaces.
Technical and registry detail

Technical description

Structured record for LoRA. The technical layer identifies entity type Developer Platform, organization Microsoft AI, source anchor https://github.com/microsoft/LoRA, capability fields, limitation fields, timeline event, source records, tags (Microsoft AI, Developer Platform, Documented AI) and graph relationships for machine-readable registry integration.

Controlled tags

Microsoft AIDeveloper PlatformDocumented AIlow-rank
Relationship graph
LoRA
Associated OrganizationMicrosoft AI

Microsoft AI is the organization or ecosystem associated with LoRA.

Creator or DeveloperMicrosoft Research

Microsoft Research is identified as a creator, developer or originating actor for LoRA.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000963",
    "name": "LoRA",
    "alternateName": [],
    "additionalType": "Developer Platform",
    "description": "LoRA is a documented developer platform associated with Microsoft AI.",
    "creator": "Microsoft Research",
    "url": "entity.php?id=ENT-00000963",
    "sameAs": "https://github.com/microsoft/LoRA",
    "lxkeysWorld": {
        "classification": "low-rank adaptation method",
        "organization": "Microsoft AI",
        "originContext": "Model adaptation method",
        "firstPublicAppearance": "2021",
        "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": "2026-06-16T23:59:02+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": [
            "Microsoft AI",
            "Developer Platform",
            "Documented AI",
            "low-rank"
        ],
        "timeline": [
            {
                "date": "2021",
                "title": "LoRA public reference",
                "description": "LoRA is publicly documented in relation to Microsoft AI."
            }
        ],
        "relationships": [
            {
                "target": "Microsoft AI",
                "type": "Associated Organization",
                "description": "Microsoft AI is the organization or ecosystem associated with LoRA.",
                "evidence_level": "documentary"
            },
            {
                "target": "Microsoft Research",
                "type": "Creator or Developer",
                "description": "Microsoft Research is identified as a creator, developer or originating actor for LoRA.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "LoRA official reference",
                "url": "https://github.com/microsoft/LoRA",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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