# sbintuitions/sarashina-embedding-v1-1b

Model from Hugging Face for sentence similarity: sbintuitions/sarashina-embedding-v1-1b · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: unknown
- Source: unknown
- Hosting: hosted (9 files)
- Files: 9 hosted of 14 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: 9 files, 4.9 GB
- Full repo upstream: 4.9 GB
- Recommended file: 4.9 GB · model.safetensors
- Parameters: 1B
- Download: https://huggingbay.xyz/artifact/hf-model-sbintuitions-sarashina-embedding-v1-1b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/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: 387749
- Stars: 38
- Card completeness: 96%

## Description

External Hugging Face catalog record for sbintuitions/sarashina-embedding-v1-1b. Task: sentence similarity. Library: sentence transformers. Languages: ja, en. Datasets referenced by card metadata: hpprc/emb, cl-nagoya/auto-wiki-qa, cl-nagoya/ruri-dataset-ft, hpprc/mqa-ja, izumi-lab/llm-japanese-dataset, sentence-transformers/NQ-retrieval. Popularity signal at import: 387,749 downloads and 38 likes.

## Model Card Facts

- Declared license: unknown
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: ja, en
- Referenced datasets: hpprc/emb, cl-nagoya/auto-wiki-qa, cl-nagoya/ruri-dataset-ft, hpprc/mqa-ja, izumi-lab/llm-japanese-dataset, sentence-transformers/NQ-retrieval, sbintuitions/JSQuAD, SkelterLabsInc/JaQuAD
- Paper ids: 2409.07737
- File hints: 14 upstream file samples

## Referenced Data

- Dataset: hpprc/emb
- Dataset: cl-nagoya/auto-wiki-qa
- Dataset: cl-nagoya/ruri-dataset-ft
- Dataset: hpprc/mqa-ja
- Dataset: izumi-lab/llm-japanese-dataset
- Dataset: sentence-transformers/NQ-retrieval
- Dataset: sbintuitions/JSQuAD
- Dataset: SkelterLabsInc/JaQuAD
- Dataset: wikimedia/wikipedia
- Dataset: cl-nagoya/nu-mnli
- Dataset: castorini/mr-tydi
- Paper: 2409.07737

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (298 B)
- LICENSE (11 KB)
- README.md (7.4 KB)
- README_JA.md (7.7 KB)
- config.json (669 B)
- config_sentence_transformers.json (209 B)
- model.safetensors (4.6 GB) LFS
- modules.json (229 B)
- sentence_bert_config.json (54 B)
- special_tokens_map.json (968 B)
- tokenizer.json (6.4 MB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-20T21:50:07.902Z.
- Upstream license: unknown. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model card references dataset context: hpprc/emb, cl-nagoya/auto-wiki-qa, cl-nagoya/ruri-dataset-ft, hpprc/mqa-ja.
- 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-sbintuitions-sarashina-embedding-v1-1b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-sbintuitions-sarashina-embedding-v1-1b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-sbintuitions-sarashina-embedding-v1-1b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-sbintuitions-sarashina-embedding-v1-1b/decentralized-fallbacks