# cross-encoder/ms-marco-TinyBERT-L2-v2

Model from Hugging Face for text ranking: cross-encoder/ms-marco-TinyBERT-L2-v2 · sentence transformers

## Facts

- Type: LLM
- Task: text-ranking
- Framework: sentence-transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/cross-encoder/ms-marco-TinyBERT-L2-v2
- Hosting: unknown (no download location recorded)
- Files: 23 listed, none hosted here
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: availability unknown
- Full repo upstream: unknown
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 276908
- Stars: 44
- Card completeness: 92%

## Description

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.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-ranking
- Library: sentence-transformers
- Task categories: text-ranking
- Languages: en
- Referenced datasets: sentence-transformers/msmarco
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: sentence-transformers/msmarco

## File Hints

- .gitattributes
- README.md
- config.json
- flax_model.msgpack
- model.safetensors
- onnx/model.onnx
- onnx/model_O1.onnx
- onnx/model_O2.onnx
- onnx/model_O3.onnx
- onnx/model_O4.onnx
- onnx/model_qint8_arm64.onnx
- onnx/model_qint8_avx512.onnx

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-07-01T22:39:49.386Z.
- Open license detected as apache-2.0.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-cross-encoder-ms-marco-tinybert-l2-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-ms-marco-tinybert-l2-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-ms-marco-tinybert-l2-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-ms-marco-tinybert-l2-v2/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-ms-marco-tinybert-l2-v2/mirror-request
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