# billingsmoore/minilm-bo

Model from Hugging Face for sentence similarity: billingsmoore/minilm-bo · 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/billingsmoore/minilm-bo
- 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, 91.6 MB
- Full repo upstream: 92 MB
- Recommended file: 90.9 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-billingsmoore-minilm-bo/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/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: 108
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for billingsmoore/minilm-bo. Task: sentence similarity. Library: sentence transformers. Languages: bo, en. Datasets referenced by card metadata: billingsmoore/Aggregated-bo-en. Includes 1 model-card evaluation signal.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: bo, en
- Referenced datasets: billingsmoore/Aggregated-bo-en
- Metrics: negative_mse
- Paper ids: 1908.10084, 2004.09813
- Model-index entries: SentenceTransformer
- Evaluation signals: 1 model-card eval result
- File hints: 12 upstream file samples

## Evaluation Signals

- stsb dev: Negative Mse = -0.17373771965503693 (Knowledge Distillation)

## Referenced Data

- Dataset: billingsmoore/Aggregated-bo-en
- Paper: 1908.10084
- Paper: 2004.09813

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (93 KB)
- config.json (678 B)
- config_sentence_transformers.json (205 B)
- model.safetensors (87 MB) LFS
- modules.json (229 B)
- sentence_bert_config.json (53 B)
- special_tokens_map.json (695 B)
- tokenizer.json (736 KB)
- tokenizer_config.json (1.3 KB)
- vocab.txt (267 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 2026-09-28T08:25:46.672Z.
- Open license detected as mit.
- Model-index metadata found for SentenceTransformer.
- Model card references dataset context: billingsmoore/Aggregated-bo-en.
- 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-billingsmoore-minilm-bo
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-billingsmoore-minilm-bo
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-billingsmoore-minilm-bo&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-billingsmoore-minilm-bo/decentralized-fallbacks