# sentence-transformers/paraphrase-MiniLM-L3-v2

Model from Hugging Face for sentence similarity: sentence-transformers/paraphrase-MiniLM-L3-v2 · 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/sentence-transformers/paraphrase-MiniLM-L3-v2
- Hosting: hosted (24 files)
- Files: 24 hosted of 40 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 24 listed files; full count and size unknown
- Full repo upstream: 676.8 MB
- Download: https://huggingbay.xyz/artifact/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/download-plan)
- Per-file SHA-256: available for 24 of 24 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/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: 822865
- Stars: 30
- Card completeness: 89%

## Description

External Hugging Face catalog record for sentence-transformers/paraphrase-MiniLM-L3-v2. Task: sentence similarity. Library: sentence transformers. Datasets referenced by card metadata: flax-sentence-embeddings/stackexchange_xml, s2orc, ms_marco, wiki_atomic_edits, snli, multi_nli. Popularity signal at import: 2,254,577 downloads and 30 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Referenced datasets: flax-sentence-embeddings/stackexchange_xml, s2orc, ms_marco, wiki_atomic_edits, snli, multi_nli, embedding-data/altlex, embedding-data/simple-wiki
- Paper ids: 1908.10084
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: flax-sentence-embeddings/stackexchange_xml
- Dataset: s2orc
- Dataset: ms_marco
- Dataset: wiki_atomic_edits
- Dataset: snli
- Dataset: multi_nli
- Dataset: embedding-data/altlex
- Dataset: embedding-data/simple-wiki
- Dataset: embedding-data/flickr30k-captions
- Dataset: embedding-data/coco_captions
- Dataset: embedding-data/sentence-compression
- Dataset: embedding-data/qqp
- Paper: 1908.10084

## File Hints

- .gitattributes
- 1_Pooling/config.json
- README.md
- config.json
- config_sentence_transformers.json
- model.safetensors
- modules.json
- onnx/model.onnx
- onnx/model_O1.onnx
- onnx/model_O2.onnx
- onnx/model_O3.onnx
- onnx/model_O4.onnx

## 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 2026-07-29T23:47:10.062Z.
- Open license detected as apache-2.0.
- Model card references dataset context: flax-sentence-embeddings/stackexchange_xml, s2orc, ms_marco, wiki_atomic_edits.
- 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-sentence-transformers-paraphrase-minilm-l3-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-sentence-transformers-paraphrase-minilm-l3-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-sentence-transformers-paraphrase-minilm-l3-v2&limit=100
- Request mirror: not applicable.
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