# nickprock/multi-sentence-BERTino

Model from Hugging Face for sentence similarity: nickprock/multi-sentence-BERTino · 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/nickprock/multi-sentence-BERTino
- Hosting: unknown (no download location recorded)
- Files: 13 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 339.5 MB
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 1160
- Stars: 8
- Card completeness: 96%

## Description

External Hugging Face catalog record for nickprock/multi-sentence-BERTino. Task: sentence similarity. Library: sentence transformers. Languages: it. Datasets referenced by card metadata: nickprock/it-wiki-retrieval-synthetic-hn, PhilipMay/stsb_multi_mt. Base model: nickprock/multi-sentence-BERTino. Popularity signal at import: 949 downloads and 8 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: nickprock/multi-sentence-BERTino
- Task categories: sentence-similarity
- Languages: it
- Referenced datasets: nickprock/it-wiki-retrieval-synthetic-hn, PhilipMay/stsb_multi_mt
- Metrics: cosine_accuracy@1, cosine_accuracy@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100, pearson_cosine, spearman_cosine
- Paper ids: 2205.13147, 2101.06983
- File hints: 13 upstream file samples

## Referenced Data

- Dataset: nickprock/it-wiki-retrieval-synthetic-hn
- Dataset: PhilipMay/stsb_multi_mt
- Paper: 2205.13147
- Paper: 2101.06983

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (321 B)
- README.md (7.8 KB)
- config.json (631 B)
- config_sentence_transformers.json (301 B)
- model.safetensors (258 MB) LFS
- modules.json (242 B)
- onnx/model_qint8_avx512_vnni.onnx (65 MB) LFS
- sentence_bert_config.json (60 B)
- special_tokens_map.json (125 B)
- tokenizer.json (715 KB)
- tokenizer_config.json (683 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-22T19:08:30.841Z.
- Open license detected as apache-2.0.
- Model card references dataset context: nickprock/it-wiki-retrieval-synthetic-hn, PhilipMay/stsb_multi_mt.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-nickprock-multi-sentence-bertino
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-multi-sentence-bertino/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-multi-sentence-bertino/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-multi-sentence-bertino/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-nickprock-multi-sentence-bertino/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nickprock-multi-sentence-bertino/decentralized-fallbacks