M
ENT-00002399 · AI Model

MoLFormer

MoLFormer is a scientific ai model associated with IBM.

Level V — PersistentActiveDocumented
Human readable record

Overview

MoLFormer is an AI model or research system associated with IBM. It is documented as molecular language model.

Timeline

  1. 2022Public release or publication

    MoLFormer appears in public documentation or research records associated with IBM.

Capabilities

AI model or research system documentationPublic source anchoringMachine-learning capability referenceRelationship graph compatibilityMachine-readable metadata

Known limitations

Model behavior depends on version, deployment settings and usage context.Capabilities should be interpreted through the linked model card, official documentation or research source.
Technical and registry detail

Technical description

Structured AI model record for MoLFormer. The technical layer identifies the model family or research role, creator, organization, public source, timeline, capabilities, limitations and relationship targets.

Controlled tags

Scientific AIAI ModelChemistryScientific AI Model
Relationship graph
MoLFormer
CreatorIBM Research

IBM Research is documented as creator, contributor or originating team for MoLFormer.

Associated organizationIBM

IBM is the organization or institutional context associated with MoLFormer.

ClassificationScientific AI Model

MoLFormer is classified as Scientific AI Model.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002399",
    "name": "MoLFormer",
    "alternateName": [],
    "additionalType": "AI Model",
    "description": "MoLFormer is a scientific ai model associated with IBM.",
    "creator": "IBM Research",
    "url": "entity.php?id=ENT-00002399",
    "sameAs": "https://huggingface.co/ibm/MoLFormer-XL-both-10pct",
    "lxkeysWorld": {
        "classification": "Scientific AI Model",
        "organization": "IBM",
        "originContext": "AI model repository",
        "firstPublicAppearance": "2022",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI model or research system documentation",
            "Public source anchoring",
            "Machine-learning capability reference",
            "Relationship graph compatibility",
            "Machine-readable metadata"
        ],
        "limitations": [
            "Model behavior depends on version, deployment settings and usage context.",
            "Capabilities should be interpreted through the linked model card, official documentation or research source."
        ],
        "tags": [
            "Scientific AI",
            "AI Model",
            "Chemistry",
            "Scientific AI Model"
        ],
        "timeline": [
            {
                "date": "2022",
                "title": "Public release or publication",
                "description": "MoLFormer appears in public documentation or research records associated with IBM."
            }
        ],
        "relationships": [
            {
                "target": "IBM Research",
                "type": "Creator",
                "description": "IBM Research is documented as creator, contributor or originating team for MoLFormer.",
                "evidence_level": "documentary"
            },
            {
                "target": "IBM",
                "type": "Associated organization",
                "description": "IBM is the organization or institutional context associated with MoLFormer.",
                "evidence_level": "documentary"
            },
            {
                "target": "Scientific AI Model",
                "type": "Classification",
                "description": "MoLFormer is classified as Scientific AI Model.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Hugging Face model card",
                "url": "https://huggingface.co/ibm/MoLFormer-XL-both-10pct",
                "source_type": "Model Card / Official Source",
                "verification_status": "verified"
            }
        ]
    }
}
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