# Chanisorn/thai-food-mpnet-nutrition

Model from Hugging Face for sentence similarity: Chanisorn/thai-food-mpnet-nutrition · 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/Chanisorn/thai-food-mpnet-nutrition
- 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: 1.13 GB
- Recommended file: 1.11 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-chanisorn-thai-food-mpnet-nutrition/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/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: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for Chanisorn/thai-food-mpnet-nutrition. Task: sentence similarity. Library: sentence transformers. Languages: th. Base model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2. Includes 8 model-card evaluation signals. Popularity signal at import: 87 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
- Task categories: sentence-similarity
- Languages: th
- Metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_recall@1
- Paper ids: 1908.10084, 1705.00652
- Model-index entries: Thai Food Retriever with Nutrition
- Evaluation signals: 8 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- thai food nutrition eval: Cosine Accuracy@1 = 0.6458333333333334 (Information Retrieval)
- thai food nutrition eval: Cosine Accuracy@3 = 0.7708333333333334 (Information Retrieval)
- thai food nutrition eval: Cosine Accuracy@5 = 0.8541666666666666 (Information Retrieval)
- thai food nutrition eval: Cosine Accuracy@10 = 0.9583333333333334 (Information Retrieval)
- thai food nutrition eval: Cosine Precision@1 = 0.6458333333333334 (Information Retrieval)
- thai food nutrition eval: Cosine Precision@3 = 0.2569444444444444 (Information Retrieval)
- thai food nutrition eval: Cosine Precision@5 = 0.1708333333333333 (Information Retrieval)
- thai food nutrition eval: Cosine Recall@1 = 0.6458333333333334 (Information Retrieval)

## Referenced Data

- Paper: 1908.10084
- Paper: 1705.00652

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (27 KB)
- config.json (697 B)
- config_sentence_transformers.json (205 B)
- eval/Information-Retrieval_evaluation_thai-food-nutrition-eval_results.csv (2.0 KB)
- model.safetensors (1.0 GB) LFS
- modules.json (229 B)
- runs/Jun10_08-03-31_a433638c371d/events.out.tfevents.1749542612.a433638c371d.439.0 (12 KB) LFS
- runs/Jun11_01-39-27_345de226180f/events.out.tfevents.1749605969.345de226180f.618.0 (26 KB) LFS
- sentence_bert_config.json (53 B)
- sentencepiece.bpe.model (4.8 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-26T08:49:14.799Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Thai Food Retriever with Nutrition.
- 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-chanisorn-thai-food-mpnet-nutrition
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-chanisorn-thai-food-mpnet-nutrition
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-chanisorn-thai-food-mpnet-nutrition&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-chanisorn-thai-food-mpnet-nutrition/decentralized-fallbacks