# tomaarsen/mpnet-base-allnli

Model from Hugging Face for sentence similarity: tomaarsen/mpnet-base-allnli · 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/tomaarsen/mpnet-base-allnli
- 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, 438.7 MB
- Full repo upstream: 439 MB
- Recommended file: 438 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-tomaarsen-mpnet-base-allnli/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-mpnet-base-allnli/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-mpnet-base-allnli/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: 85
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for tomaarsen/mpnet-base-allnli. Task: sentence similarity. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: nyu-mll/multi_nli, stanfordnlp/snli, mteb/stsbenchmark-sts. Base model: microsoft/mpnet-base. Includes 12 model-card evaluation signals. Popularity signal at import: 85 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: microsoft/mpnet-base
- Task categories: sentence-similarity
- Languages: en
- Referenced datasets: nyu-mll/multi_nli, stanfordnlp/snli, mteb/stsbenchmark-sts
- Metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot
- Paper ids: 1908.10084
- Model-index entries: SentenceTransformer based on microsoft/mpnet-base
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- sts dev: Pearson Cosine = 0.8344104750902503 (Semantic Similarity)
- sts dev: Spearman Cosine = 0.8294923795333993 (Semantic Similarity)
- sts dev: Pearson Manhattan = 0.8316959259914674 (Semantic Similarity)
- sts dev: Spearman Manhattan = 0.8331844817222047 (Semantic Similarity)
- sts dev: Pearson Euclidean = 0.8272941934077804 (Semantic Similarity)
- sts dev: Spearman Euclidean = 0.8294923795333993 (Semantic Similarity)
- sts dev: Pearson Dot = 0.8344104825648291 (Semantic Similarity)
- sts dev: Spearman Dot = 0.8294923795333993 (Semantic Similarity)
- sts test: Pearson Cosine = 0.7776062173443514 (Semantic Similarity)
- sts test: Spearman Cosine = 0.7642518713703523 (Semantic Similarity)

## Referenced Data

- Dataset: nyu-mll/multi_nli
- Dataset: stanfordnlp/snli
- Dataset: mteb/stsbenchmark-sts
- Paper: 1908.10084

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (305 B)
- README.md (35 KB)
- config.json (618 B)
- config_sentence_transformers.json (216 B)
- model.safetensors (418 MB) LFS
- modules.json (368 B)
- runs/Jun05_13-21-55_Tom/events.out.tfevents.1717586522.Tom.11064.0 (24 KB) LFS
- runs/Jun05_13-58-55_Tom/events.out.tfevents.1717588742.Tom.10892.0 (24 KB) LFS
- runs/Jun05_14-24-25_Tom/events.out.tfevents.1717590271.Tom.22032.0 (24 KB) LFS
- sentence_bert_config.json (56 B)
- special_tokens_map.json (1013 B)

## 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 2026-09-24T13:13:20.456Z.
- Open license detected as apache-2.0.
- Model-index metadata found for SentenceTransformer based on microsoft/mpnet-base.
- Model card references dataset context: nyu-mll/multi_nli, stanfordnlp/snli, mteb/stsbenchmark-sts.
- 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-tomaarsen-mpnet-base-allnli
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-mpnet-base-allnli/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-mpnet-base-allnli/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-mpnet-base-allnli/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-tomaarsen-mpnet-base-allnli
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-mpnet-base-allnli/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-tomaarsen-mpnet-base-allnli&limit=100
- Request mirror: not applicable.
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