# YuITC/bert-base-multilingual-cased-finetuned-VNLegalDocs

Model from Hugging Face for sentence similarity: YuITC/bert-base-multilingual-cased-finetuned-VNLegalDocs · 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/YuITC/bert-base-multilingual-cased-finetuned-VNLegalDocs
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 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, 714.4 MB
- Full repo upstream: 715.4 MB
- Recommended file: 711.4 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/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: 87
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for YuITC/bert-base-multilingual-cased-finetuned-VNLegalDocs. Task: sentence similarity. Library: sentence transformers. Languages: vi. Datasets referenced by card metadata: tmnam20/BKAI-Legal-Retrieval. Base model: google-bert/bert-base-multilingual-cased. Includes 8 model-card evaluation signals. Popularity signal at import: 87 downloads and 1 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: google-bert/bert-base-multilingual-cased
- Task categories: sentence-similarity
- Languages: vi
- Referenced datasets: tmnam20/BKAI-Legal-Retrieval
- Metrics: ndcg@10
- Paper ids: 1908.10084, 2101.06983
- Model-index entries: YuITC/bert-base-multilingual-cased-finetuned-VNLegalDocs
- Evaluation signals: 8 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- BKAI Vietnamese Legal Documents: ndcg@1 = 0.42425 (sentence-similarity)
- BKAI Vietnamese Legal Documents: ndcg@5 = 0.57387 (sentence-similarity)
- BKAI Vietnamese Legal Documents: ndcg@10 = 0.60389 (sentence-similarity)
- BKAI Vietnamese Legal Documents: ndcg@20 = 0.6216 (sentence-similarity)
- BKAI Vietnamese Legal Documents: ndcg@100 = 0.63894 (sentence-similarity)
- BKAI Vietnamese Legal Documents: map@1 = 0.40328 (sentence-similarity)
- BKAI Vietnamese Legal Documents: map@5 = 0.52297 (sentence-similarity)
- BKAI Vietnamese Legal Documents: map@10 = 0.53608 (sentence-similarity)

## Referenced Data

- Dataset: tmnam20/BKAI-Legal-Retrieval
- Paper: 1908.10084
- Paper: 2101.06983

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (305 B)
- README.md (27 KB)
- config.json (805 B)
- config_sentence_transformers.json (208 B)
- model.safetensors (678 MB) LFS
- modules.json (242 B)
- sentence_bert_config.json (56 B)
- special_tokens_map.json (732 B)
- tokenizer.json (2.8 MB)
- tokenizer_config.json (1.4 KB)
- vocab.txt (972 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 2026-09-24T13:02:07.752Z.
- Open license detected as mit.
- Model-index metadata found for YuITC/bert-base-multilingual-cased-finetuned-VNLegalDocs.
- Model card references dataset context: tmnam20/BKAI-Legal-Retrieval.
- 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-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-yuitc-bert-base-multilingual-cased-finetuned-vnlegaldocs/decentralized-fallbacks