# PaDaS-Lab/xlm-roberta-base-msmarco-webfaq

Model from Hugging Face for sentence similarity: PaDaS-Lab/xlm-roberta-base-msmarco-webfaq · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- 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/PaDaS-Lab/xlm-roberta-base-msmarco-webfaq
- Hosting: hosted (8 files)
- Files: 8 hosted of 16 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: 8 files, 1.13 GB
- Full repo upstream: 3.35 GB
- Recommended file: 3.33 GB (5 files)
- Download: https://huggingbay.xyz/artifact/hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq/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: 101
- Stars: 0
- Card completeness: 94%

## Description

External Hugging Face catalog record for PaDaS-Lab/xlm-roberta-base-msmarco-webfaq. Task: sentence similarity. Library: sentence transformers. Includes 12 model-card evaluation signals. Popularity signal at import: 101 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Paper ids: 1908.10084, 1705.00652, 2502.20936
- Model-index entries: XLM-RoBERTa-base-MSMARCO-WebFAQ
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB MIRACLRetrievalHardNegatives (ar): map_at_1 = 25.374000000000002 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): map_at_10 = 40.863 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): map_at_100 = 42.667 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): map_at_1000 = 42.754999999999995 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): map_at_20 = 41.948 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): map_at_3 = 35.512 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): map_at_5 = 38.385999999999996 (retrieval)
- MTEB MIRACLRetrievalHardNegatives (ar): mrr_at_1 = 38.6 (retrieval)
- MTEB MrTydiRetrieval (arabic): map_at_1 = 26.056 (retrieval)
- MTEB MrTydiRetrieval (arabic): map_at_10 = 37.684 (retrieval)

## Referenced Data

- Paper: 1908.10084
- Paper: 1705.00652
- Paper: 2502.20936

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (75 KB)
- config.json (804 B)
- config_sentence_transformers.json (205 B)
- model.safetensors (1.0 GB) LFS
- modules.json (229 B)
- optimizer.pt (2.1 GB) LFS
- rng_state.pth (14 KB) LFS
- scheduler.pt (1.0 KB) LFS
- sentence_bert_config.json (53 B)
- special_tokens_map.json (964 B)

## 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 2026-09-24T00:40:02.177Z.
- Open license detected as mit.
- Model-index metadata found for XLM-RoBERTa-base-MSMARCO-WebFAQ.
- 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-padas-lab-xlm-roberta-base-msmarco-webfaq
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq/files?limit=100
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq/distribution
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-padas-lab-xlm-roberta-base-msmarco-webfaq&limit=100
- Request mirror: not applicable.
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