This receipt records checks for this exact file; it does not prove safety or that it will run on your device. Read the receipt
Quick answer: compatibility and sources
Can I run ms-marco-TinyBERT-L2-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.
ms-marco-TinyBERT-L2-v2 is an open-weights language model for text ranking. 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: a0e7364ddf91ff7028f1102e1b91ac7a72e3db4061241bd84efe45c72c9af03a. 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-cross-encoder-ms-marco-tinybert-l2-v2.
- Open /artifact/hf-model-cross-encoder-ms-marco-tinybert-l2-v2/files for this exact filenames, availability and any recorded SHA-256.
- Open /evidence/artifacts/hf-model-cross-encoder-ms-marco-tinybert-l2-v2 for run-readiness evidence tied to that record; absent receipts stay unmeasured.
- Open /api/artifacts/hf-model-cross-encoder-ms-marco-tinybert-l2-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
cross-encoder/ms-marco-TinyBERT-L2-v2Content controls: not assessed.
The catalog lists this model for ranking text against a query. Catalog sources: license, cardMetadata.license, tags, task, cardMetadata.pipelineTag.
About this artifact
External Hugging Face catalog record for cross-encoder/ms-marco-TinyBERT-L2-v2. Task: text ranking. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: sentence-transformers/msmarco. Files we host have a published SHA-256.
Hosted file inventory
- Hosted files
- 7 of 23
- 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
- 2026-07-31T02:27:24.131Z
- Selected representation
- rep-ba357beaeb548785b20ce27886dadff273e685dac8b416b690c4603c530c263b
- 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
Try It Now
Run Bay Run's Warm document reranking Pin: query/document relevance scores over a bounded set. Provisional and unmeasured — not a full RAG or semantic-search pipeline.
Call Bay Run's run_pin MCP tool at https://run.huggingbay.xyz/mcp/ with Pin route_f5411cdb31b03621742a58371fa95732, or POST https://run.huggingbay.xyz/v1/run/route_f5411cdb31b03621742a58371fa95732. Served model: cross-encoder/ms-marco-TinyBERT-L2-v2.
run_pin arguments
{
"pin_id": "route_f5411cdb31b03621742a58371fa95732",
"input": {
"query": "How do I reset a password?",
"documents": [
"Open Settings and choose Reset password.",
"Invoices are available under Billing."
]
}
}Copy agent call
# 1. mint a $0 demo bearer (no signup)
TOKEN=$(curl -fsS -X POST https://run.huggingbay.xyz/oauth/token -H 'Content-Type: application/json' \
-d '{"grant_type":"urn:bay-run:grant-type:demo","scope":"mcp:demo"}' | python3 -c 'import sys,json;print(json.load(sys.stdin)["access_token"])')
# 2. run the Pin (MCP run_pin) — the same next_call find_runnable and the search row return
curl -fsS -X POST https://run.huggingbay.xyz/mcp/ -H "Authorization: Bearer $TOKEN" \
-H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"run_pin","arguments":{"pin_id":"route_f5411cdb31b03621742a58371fa95732","input":{"query":"How do I reset a password?","documents":["Open Settings and choose Reset password.","Invoices are available under Billing."]}}}}'
# read decision.action first; the receipt in structuredContent is the proof of executionRequest a complete representation
- License: pass - apache-2.0
- Provenance: pass - cross-encoder/ms-marco-TinyBERT-L2-v2
- Scan: pass - passed
- Hosted files: warn - external metadata only
- Byte manifest integrity: warn - not final yet