# cross-encoder/quora-roberta-large

Model from Hugging Face for text ranking: cross-encoder/quora-roberta-large · 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/quora-roberta-large
- Hosting: unknown (no download location recorded)
- Files: 25 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: 13.9 GB
- Recommended file: 12.5 GB (13 files)
- 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: 698
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for cross-encoder/quora-roberta-large. Task: text ranking. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: sentence-transformers/quora-duplicates. Popularity signal at import: 358 downloads and 4 likes.

## Model Card Facts

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

## Referenced Data

- Dataset: sentence-transformers/quora-duplicates

## File Hints

- .gitattributes (445 B)
- CEBinaryClassificationEvaluator_Quora-dev_results.csv (2.0 KB)
- README.md (1.3 KB)
- config.json (629 B)
- flax_model.msgpack (1.3 GB) LFS
- merges.txt (446 KB)
- model.safetensors (1.3 GB) LFS
- onnx/model.onnx (1.3 GB) LFS
- onnx/model_O1.onnx (1.3 GB) LFS
- onnx/model_O2.onnx (1.3 GB) LFS
- onnx/model_O3.onnx (1.3 GB) LFS
- onnx/model_O4.onnx (678 MB) LFS

## 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 2026-08-29T10:17:54.081Z.
- Open license detected as apache-2.0.
- Model card references dataset context: sentence-transformers/quora-duplicates.
- 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-quora-roberta-large
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-quora-roberta-large/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-quora-roberta-large/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-quora-roberta-large/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-quora-roberta-large/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cross-encoder-quora-roberta-large/decentralized-fallbacks