sentence-transformers

all MiniLM L6 v2

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Model details
sentence similarity and retrievalLicense: apache-2.0SHA-256 recorded for 14 of 17 filessafetensors · BIN
Quick answer: compatibility and sources

Can I run all-MiniLM-L6-v2 on my computer?

It depends on your memory, processor, file format and runtime. A download is not confirmed by the current file evidence; inspect the file record before trying it. A file-size fit is an estimate, not a successful run or speed promise. Read the license before use.

all-MiniLM-L6-v2 is an embedding model for sentence similarity and retrieval. Model weights are learned parameters; a runtime loads them. A hosted file is an individual file Hugging Bay can serve. SHA-256 identifies exact file bytes. The availability date above applies to this file record, not the upstream metadata update date.

As of the recorded file availability check on .

Recorded SHA-256 for model.safetensors: 53aa51172d142c89d9012cce15ae4d6cc0ca6895895114379cacb4fab128d9db. Exact file evidence · Machine-readable source facts · Run evidence and any recorded receipts. A checksum fingerprints only the named file bytes; it does not prove safety, quality, a complete multi-file selection or a successful run.

Updated · Page-copy source revision 8871bab84e1cf80aea1686a944ec335078a6c036 · Source files: apps/web/lib/model-page-template.mjs, apps/web/lib/model-page-v3.mjs, apps/web/lib/aeo-page.mjs · Full revision record

Model metadata: As of at the model source. Popularity counters are source-reported, not measured by Hugging Bay. Availability checked .

Key facts

Catalog record
Summarizes upstream metadata; it is not itself a download or run receipt.
File evidence
Lists exact filenames, availability and any recorded SHA-256 for individual files.
Run evidence
Reports measured results only when a receipt exists for named file bytes and a setup; otherwise unmeasured.
Checksum scope
SHA-256 fingerprints one file’s bytes; it does not prove safety, quality or a multi-file bundle.

Evidence you can inspect (plain text)

  • This page’s quick answer names the file record for hf-model-sentence-transformers-all-minilm-l6-v2.
  • Open /artifact/hf-model-sentence-transformers-all-minilm-l6-v2/files for this exact filenames, availability and any recorded SHA-256.
  • Open /evidence/artifacts/hf-model-sentence-transformers-all-minilm-l6-v2 for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-sentence-transformers-all-minilm-l6-v2/card.md for machine-readable source facts (not a runtime test).
  • A matching checksum on this page fingerprints only the named bytes shown in file evidence.

Unmeasured states are stated explicitly; this page does not invent run scores or compatibility guarantees.

Which date applies to which fact

  • File availability check:
  • Committed page-copy sources:
  • Upstream model metadata: Dates on artifact records when shown; not implied by page-copy revision
  • Run receipts: Only on /evidence pages when recorded; otherwise unmeasured

Page-copy revision (Updated line above) identifies committed text sources, not upstream model edits or test outcomes.

Requirements and source record
sentence-transformers/all-MiniLM-L6-v2

Content controls: not assessed.

The catalog lists this model for checking whether two sentences mean similar things. Catalog sources: license, cardMetadata.license, task, cardMetadata.pipelineTag.

About this artifact

External Hugging Face catalog record for sentence-transformers/all-MiniLM-L6-v2. Task: sentence similarity. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: s2orc, flax-sentence-embeddings/stackexchange_xml, ms_marco, gooaq, yahoo_answers_topics, code_search_net. Files we host have a published SHA-256.

Hosted file inventory

Hosted files
10 of 17
Reviewed peer-assisted fallbacks
0
Trust bundle
Trust-bundle JSON
Review summary
Review-summary JSON
Distribution
Reviewed peer-fallback JSON

    Run status

    Detailed evidence for the selected file set

    This detail applies to the selected file set, not every file in the repository.

    Executable state
    complete-bytes
    Evidence timestamp
    2026-07-27T06:31:40.516Z
    Selected representation
    rep-b34f8fe8f0c52f84d7c5b667d3df472443e1e4a6c798c88a11da056a47e39248
    Complete bytes
    yes
    Complete kit
    no
    Byte-integrity check
    not established — the hosted bytes are not yet matched to a signed upstream manifest
    Run ready
    not established
    Files
    View file metadata

    Bay Run

    Bay Run capability

    Provisional Bay Run runtime option for sentence-transformers/all-MiniLM-L6-v2; a Pin can be requested, but this artifact has no direct hosted-file binding.

    Runtime: Provisional Pin possible. Hosted file binding: Not bound. Direct execution: Unavailable.

    Model mapping: sentence-transformers/all-MiniLM-L6-v2 (embedding). This is not an exact-file execution claim.

    Runtime capability JSON

    Run as Pin (provisional)

    POST Bay Run's existing Pin API to create a provisional, unmeasured route from this server-authorized model mapping. This does not claim measured quality or that Bay Run used this artifact's files.

    Open Pin API contract

    Bounded request JSON

    POST https://run.huggingbay.xyz/v1/pin

    {
      "task": "Run sentence-transformers/all-MiniLM-L6-v2 for embedding tasks.",
      "model": "sentence-transformers/all-MiniLM-L6-v2",
      "family": "similarity_search",
      "max_price_usd": 0,
      "lane_state": "unknown"
    }

    Nothing has been submitted. POSTing this bounded payload creates a provisional route Pin. It does not assert measured quality, warm residency, or artifact-file identity.

    Guard before generate

    Add Bay Run's provider-neutral coprocessor to your own generation pipeline. It checks decision.action before your generator runs.

    npm install @huggingbay/coprocessor · Install @huggingbay/coprocessor

    This handoff wraps your caller-owned generator. It does not run this catalog artifact, make it a Bay Run Pin, or change its serving or verification state.

    Request a complete representation

    • License: pass - apache-2.0
    • Provenance: pass - sentence-transformers/all-MiniLM-L6-v2
    • Scan: pass - passed
    • Hosted files: warn - external metadata only
    • Byte manifest integrity: warn - not final yet

    Machine-readable card

    Open interactive artifact page