# minhthuan77f1/binhdinh-embedding

Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- 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/minhthuan77f1/binhdinh-embedding
- Hosting: hosted (8 files)
- Files: 8 hosted of 13 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: at least 8 listed files; full count and size unknown
- Full repo upstream: 542.1 MB
- Download: https://huggingbay.xyz/artifact/hf-model-minhthuan77f1-binhdinh-embedding/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/download-plan)
- Per-file SHA-256: available for 6 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/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: 371
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for minhthuan77f1/binhdinh-embedding. Task: sentence similarity. Library: sentence transformers. Languages: vi. Base model: bkai-foundation-models/vietnamese-bi-encoder. Includes 8 model-card evaluation signals. Popularity signal at import: 371 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: bkai-foundation-models/vietnamese-bi-encoder
- Task categories: sentence-similarity
- Languages: vi
- Metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10
- Paper ids: 1908.10084, 2205.13147, 1705.00652
- Model-index entries: binhdinh-embedding
- Evaluation signals: 8 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- dim 768: Cosine Accuracy@1 = 0.5159923568995597 (Information Retrieval)
- dim 768: Cosine Accuracy@3 = 0.730082246406912 (Information Retrieval)
- dim 768: Cosine Accuracy@5 = 0.8017778516241588 (Information Retrieval)
- dim 768: Cosine Accuracy@10 = 0.8806180942095206 (Information Retrieval)
- dim 768: Cosine Precision@1 = 0.5159923568995597 (Information Retrieval)
- dim 768: Cosine Precision@3 = 0.24336074880230402 (Information Retrieval)
- dim 768: Cosine Precision@5 = 0.16035557032483175 (Information Retrieval)
- dim 768: Cosine Precision@10 = 0.08806180942095207 (Information Retrieval)

## Referenced Data

- Paper: 1908.10084
- Paper: 2205.13147
- Paper: 1705.00652

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (312 B)
- README.md (12 KB)
- added_tokens.json (22 B)
- bpe.codes (1.1 MB)
- config.json (751 B)
- config_sentence_transformers.json (283 B)
- model.safetensors (515 MB) LFS
- modules.json (229 B)
- sentence_bert_config.json (57 B)
- tokenizer_config.json (1.2 KB)
- training_args.bin (5.4 KB) 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-23T03:32:34.365Z.
- Open license detected as apache-2.0.
- Model-index metadata found for binhdinh-embedding.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

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