ENT-00002839 · AI Infrastructure

Megatron-Core

Megatron-Core is a framework / tooling system associated with NVIDIA.

Level V — PersistentActiveDocumented

Human readable record

Overview

Megatron-Core is a documented software, platform or tooling entity used in AI development, deployment, evaluation, data processing, compilation, orchestration, safety or model operations. It is recorded as core library for large transformer training.

Timeline

2023Public release or documentation
Megatron-Core appears in public documentation, project records, benchmark descriptions or research references associated with NVIDIA.

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 Megatron-Core. 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 InfrastructureSoftwareToolingMachine Learning

Relationship graph

Megatron-Core

Associated organizationNVIDIA

NVIDIA is the organization, project community or institutional context associated with Megatron-Core.

Domain contextAI infrastructure

Megatron-Core 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-00002839",
    "name": "Megatron-Core",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Megatron-Core is a framework / tooling system associated with NVIDIA.",
    "creator": "NVIDIA",
    "url": "entity.php?id=ENT-00002839",
    "sameAs": "https://github.com/NVIDIA/Megatron-LM/tree/main/megatron/core",
    "lxkeysWorld": {
        "classification": "Framework / Tooling System",
        "organization": "NVIDIA",
        "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",
            "Tooling",
            "Machine Learning"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "Public release or documentation",
                "description": "Megatron-Core appears in public documentation, project records, benchmark descriptions or research references associated with NVIDIA."
            }
        ],
        "relationships": [
            {
                "target": "NVIDIA",
                "type": "Associated organization",
                "description": "NVIDIA is the organization, project community or institutional context associated with Megatron-Core.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI infrastructure",
                "type": "Domain context",
                "description": "Megatron-Core belongs to the AI infrastructure layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://github.com/NVIDIA/Megatron-LM/tree/main/megatron/core",
                "source_type": "Official Source",
                "verification_status": "verified"
            }
        ]
    }
}

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