MM
ENT-00001632 · Embedding Model

Multi-QA MiniLM L6 Cos v1

Multi-QA MiniLM L6 Cos v1 is a question-answer embedding model associated with Sentence Transformers.

Level IV — ConnectedActiveConnected
Human readable record

Overview

Multi-QA MiniLM L6 Cos v1 is a documented AI model or assistant-related entity associated with Sentence Transformers. The record focuses on its public identity, release context, capability class, source lineage and relationship to adjacent model or product families.

Timeline

  1. 2023Multi-QA MiniLM L6 Cos v1 public documentation anchor

    Multi-QA MiniLM L6 Cos v1 appears in public documentation or stable reference sources as a question-answer embedding model associated with Sentence Transformers.

Capabilities

Semantic embeddingRetrieval supportSimilarity search

Known limitations

The record describes the public identity and documented role of the entity, not private implementation details.Capabilities depend on version, deployment context, access conditions and the available public documentation.
Technical and registry detail

Technical description

Structured record for Multi-QA MiniLM L6 Cos v1. The technical layer identifies entity type, classification, creator or organization, public source anchors, timeline entry, capabilities, limitations, registry status and graph relationships. Source anchor: https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1.

Controlled tags

EmbeddingRetrievalAI Model
Relationship graph
Multi-QA MiniLM L6 Cos v1
Created bySentence Transformers

Multi-QA MiniLM L6 Cos v1 is associated with Sentence Transformers through its documented source context.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001632",
    "name": "Multi-QA MiniLM L6 Cos v1",
    "alternateName": [],
    "additionalType": "Embedding Model",
    "description": "Multi-QA MiniLM L6 Cos v1 is a question-answer embedding model associated with Sentence Transformers.",
    "creator": "Sentence Transformers",
    "url": "entity.php?id=ENT-00001632",
    "sameAs": "https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1",
    "lxkeysWorld": {
        "classification": "question-answer embedding model",
        "organization": "Sentence Transformers",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Connected",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:28+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:28+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:28+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Semantic embedding",
            "Retrieval support",
            "Similarity search"
        ],
        "limitations": [
            "The record describes the public identity and documented role of the entity, not private implementation details.",
            "Capabilities depend on version, deployment context, access conditions and the available public documentation."
        ],
        "tags": [
            "Embedding",
            "Retrieval",
            "AI Model"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "Multi-QA MiniLM L6 Cos v1 public documentation anchor",
                "description": "Multi-QA MiniLM L6 Cos v1 appears in public documentation or stable reference sources as a question-answer embedding model associated with Sentence Transformers."
            }
        ],
        "relationships": [
            {
                "target": "Sentence Transformers",
                "type": "Created by",
                "description": "Multi-QA MiniLM L6 Cos v1 is associated with Sentence Transformers through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Model documentation",
                "url": "https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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