# tomaarsen/splade-mpnet-base-miriad-2e-5-lq-5e-6-lc

Model from Hugging Face for feature extraction: tomaarsen/splade-mpnet-base-miriad-2e-5-lq-5e-6-lc · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/splade-mpnet-base-miriad-2e-5-lq-5e-6-lc
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 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, 438.8 MB
- Full repo upstream: 439.1 MB
- Recommended file: 438.1 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/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: 89
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for tomaarsen/splade-mpnet-base-miriad-2e-5-lq-5e-6-lc. Task: feature extraction. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: tomaarsen/miriad-4.4M-split. Base model: microsoft/mpnet-base. Includes 12 model-card evaluation signals.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Base model: microsoft/mpnet-base
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: tomaarsen/miriad-4.4M-split
- Metrics: dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10
- Paper ids: 1908.10084, 2205.04733, 1705.00652, 2004.05665
- Model-index entries: MPNet-base trained on MIRIAD question-passage tuples
- Evaluation signals: 12 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- miriad eval: Dot Accuracy@1 = 0.917 (Sparse Information Retrieval)
- miriad eval: Dot Accuracy@3 = 0.963 (Sparse Information Retrieval)
- miriad eval: Dot Accuracy@5 = 0.969 (Sparse Information Retrieval)
- miriad eval: Dot Accuracy@10 = 0.98 (Sparse Information Retrieval)
- miriad eval: Dot Precision@1 = 0.917 (Sparse Information Retrieval)
- miriad eval: Dot Precision@3 = 0.32099999999999995 (Sparse Information Retrieval)
- miriad eval: Dot Precision@5 = 0.1938 (Sparse Information Retrieval)
- miriad eval: Dot Precision@10 = 0.09800000000000002 (Sparse Information Retrieval)
- miriad test: Dot Accuracy@1 = 0.9 (Sparse Information Retrieval)
- miriad test: Dot Accuracy@3 = 0.953 (Sparse Information Retrieval)

## Referenced Data

- Dataset: tomaarsen/miriad-4.4M-split
- Paper: 1908.10084
- Paper: 2205.04733
- Paper: 1705.00652
- Paper: 2004.05665

## File Hints

- .gitattributes (1.5 KB)
- 1_SpladePooling/config.json (111 B)
- README.md (69 KB)
- config.json (580 B)
- config_sentence_transformers.json (292 B)
- model.safetensors (418 MB) LFS
- modules.json (287 B)
- sentence_bert_config.json (60 B)
- special_tokens_map.json (1013 B)
- tokenizer.json (694 KB)
- tokenizer_config.json (1.5 KB)
- vocab.txt (226 KB)

## 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 2026-09-28T09:19:57.580Z.
- Open license detected as apache-2.0.
- Model-index metadata found for MPNet-base trained on MIRIAD question-passage tuples.
- Model card references dataset context: tomaarsen/miriad-4.4M-split.
- 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-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-mpnet-base-miriad-2e-5-lq-5e-6-lc/decentralized-fallbacks