# antoinelouis/crossencoder-camembert-base-mmarcoFR

Model from Hugging Face for text ranking: antoinelouis/crossencoder-camembert-base-mmarcoFR · sentence transformers

## Facts

- Type: LLM
- Task: text-ranking
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/antoinelouis/crossencoder-camembert-base-mmarcoFR
- Hosting: hosted (7 files)
- Files: 7 hosted of 10 listed
- 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: 7 files, 443.3 MB
- Full repo upstream: 445.8 MB
- Recommended file: 442.5 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/files?limit=100
- 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: 275775
- Stars: 7
- Card completeness: 96%

## Description

External Hugging Face catalog record for antoinelouis/crossencoder-camembert-base-mmarcoFR. Task: text ranking. Library: sentence transformers. Languages: fr. Datasets referenced by card metadata: unicamp-dl/mmarco. Base model: almanach/camembert-base. Includes 3 model-card evaluation signals. Popularity signal at import: 6,104 downloads and 7 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-ranking
- Library: sentence-transformers
- Base model: almanach/camembert-base
- Task categories: text-ranking
- Languages: fr
- Referenced datasets: unicamp-dl/mmarco
- Metrics: recall
- Model-index entries: crossencoder-camembert-base-mmarcoFR
- Evaluation signals: 3 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- mMARCO-fr: Recall@100 = 85.34 (Passage Reranking)
- mMARCO-fr: Recall@10 = 59.83 (Passage Reranking)
- mMARCO-fr: MRR@10 = 33.4 (Passage Reranking)

## Referenced Data

- Dataset: unicamp-dl/mmarco

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.3 KB)
- added_tokens.json (28 B)
- config.json (802 B)
- mmarco_smalldev_scores.csv (393 B)
- model.safetensors (422 MB) LFS
- sentencepiece.bpe.model (792 KB) LFS
- special_tokens_map.json (374 B)
- tokenizer.json (2.3 MB)
- tokenizer_config.json (1.7 KB)

## 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-07-29T22:22:28.033Z.
- Open license detected as mit.
- Model-index metadata found for crossencoder-camembert-base-mmarcoFR.
- Model card references dataset context: unicamp-dl/mmarco.
- 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-antoinelouis-crossencoder-camembert-base-mmarcofr
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-antoinelouis-crossencoder-camembert-base-mmarcofr/decentralized-fallbacks