BI
ENT-00000966 · Framework IA

bitsandbytes

bitsandbytes is a AI software framework associated with bitsandbytes, classified in LXKeys.world as AI / ML Framework.

Niveau IV ConnectéActifDocumenté
Fiche publique

Vue d’ensemble

bitsandbytes is documented as an AI developer platform or infrastructure component associated with bitsandbytes. Its importance comes from library for k-bit optimizers and quantized neural network layers. The record helps connect models, applications, agents and deployment environments inside the broader AI tooling layer.

Chronologie

  1. 2021Initial public software release

    bitsandbytes entered the documented public record in 2021. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

AI application developmentModel orchestration or deploymentTool and API integrationDeveloper workflow support

Limites connues

Capabilities depend on product version, integration context and access tier.Public behavior can change as the provider updates models, policies and interfaces.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for bitsandbytes. Entity type: AI Framework; classification: AI / ML Framework; creator/organization context: Tim Dettmers / community. Canonical source anchor: https://github.com/bitsandbytes-foundation/bitsandbytes. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

bitsandbytesDeveloper PlatformDocumented AIquantization
Graphe relationnel

bitsandbytes

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bitsandbytes
Créateur ou développeurSortante
Tim Dettmers / community

Tim Dettmers / community is identified as a creator, developer or originating actor for bitsandbytes.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

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    "@context": [
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        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00000966",
    "name": "bitsandbytes",
    "alternateName": [],
    "additionalType": {
        "category": "Frameworks and Software",
        "type": "AI Framework",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "bitsandbytes is a AI software framework associated with bitsandbytes, classified in LXKeys.world as AI / ML Framework.",
    "creator": "Tim Dettmers / community",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000966&lang=fr",
    "sameAs": "https://github.com/bitsandbytes-foundation/bitsandbytes",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00000966",
        "kind": "Frameworks and Software",
        "type": "AI Framework",
        "subtype": "",
        "classification": "AI / ML Framework",
        "organization": "bitsandbytes",
        "originContext": "Model optimization library",
        "firstPublicAppearance": "2021",
        "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": [
            "bitsandbytes",
            "Developer Platform",
            "Documented AI",
            "quantization"
        ],
        "timeline": [
            {
                "date": "2021",
                "title": "Initial public software release",
                "description": "bitsandbytes entered the documented public record in 2021. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://github.com/bitsandbytes-foundation/bitsandbytes",
                "verification_status": "source_backed_curated_baseline"
            }
        ],
        "relationships": [
            {
                "target": "Tim Dettmers / community",
                "type": "Creator or Developer",
                "description": "Tim Dettmers / community is identified as a creator, developer or originating actor for bitsandbytes.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "bitsandbytes official reference",
                "url": "https://github.com/bitsandbytes-foundation/bitsandbytes",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "TRUSTED_PRIMARY",
                "role": "code_repository",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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