# naver/efficient-splade-VI-BT-large-query

Model from Hugging Face for fill mask: naver/efficient-splade-VI-BT-large-query · transformers

## Facts

- Type: LLM
- Task: fill-mask
- Framework: transformers
- License: cc-by-nc-sa-4.0 — cc-by-nc-sa-4.0: commercial use is not permitted; non-commercial adaptations require attribution and share-alike. (https://spdx.org/licenses/CC-by-nc-sa-4.0.html)
- Source: https://huggingface.co/naver/efficient-splade-VI-BT-large-query
- Hosting: hosted (10 files)
- Files: 10 hosted of 20 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: 10 files, 268.7 MB
- Full repo upstream: 287.3 MB
- Recommended file: 285.6 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-naver-efficient-splade-vi-bt-large-query/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/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: 123085
- Stars: 18
- Card completeness: 96%

## Description

External Hugging Face catalog record for naver/efficient-splade-VI-BT-large-query. Task: fill mask. Library: transformers. Languages: en. Datasets referenced by card metadata: ms_marco. Popularity signal at import: 123,085 downloads and 18 likes.

## Model Card Facts

- Declared license: cc-by-nc-sa-4.0
- Pipeline: fill-mask
- Library: transformers
- Task categories: fill-mask
- Languages: en
- Referenced datasets: ms_marco
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: ms_marco

## File Hints

- .gitattributes (1.2 KB)
- README.md (5.8 KB)
- config.json (699 B)
- config_sentence_transformers.json (274 B)
- document_0_MLMTransformer/config.json (506 B)
- document_0_MLMTransformer/model.safetensors (256 MB) LFS
- document_0_MLMTransformer/sentence_bert_config.json (57 B)
- document_0_MLMTransformer/special_tokens_map.json (695 B)
- document_0_MLMTransformer/tokenizer.json (695 KB)
- document_0_MLMTransformer/tokenizer_config.json (1.2 KB)
- document_0_MLMTransformer/vocab.txt (226 KB)
- document_1_SpladePooling/config.json (106 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- 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 2026-09-21T01:35:25.164Z.
- Upstream license: cc-by-nc-sa-4.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model card references dataset context: ms_marco.
- 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-naver-efficient-splade-vi-bt-large-query
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-naver-efficient-splade-vi-bt-large-query
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-naver-efficient-splade-vi-bt-large-query&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-naver-efficient-splade-vi-bt-large-query/decentralized-fallbacks