# citiusLTL/bdi-all-mpnet-base-v2

Model from Hugging Face for sentence similarity: citiusLTL/bdi-all-mpnet-base-v2 · 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/citiusLTL/bdi-all-mpnet-base-v2
- 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, 438.7 MB
- Full repo upstream: 438.9 MB
- Recommended file: 438 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-citiusltl-bdi-all-mpnet-base-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/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: 567
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for citiusLTL/bdi-all-mpnet-base-v2. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: sentence-transformers/all-mpnet-base-v2. Includes 5 model-card evaluation signals. Popularity signal at import: 567 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: sentence-transformers/all-mpnet-base-v2
- Task categories: sentence-similarity
- Languages: en
- Metrics: pearson_cosine, spearman_cosine
- Model-index entries: BDI-batch (sentence-transformers/all-mpnet-base-v2)
- Evaluation signals: 5 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- eRisk T1 2023-2024 (DepreSym): Pearson Cosine = 0.8687 (Depression Symptom Retrieval)
- eRisk T1 2023-2024 (DepreSym): Spearman Cosine = 0.8676 (Depression Symptom Retrieval)
- eRisk T1 2023-2024 (DepreSym): Recall@100 (eRisk 2023) = 0.372 (Depression Symptom Retrieval)
- eRisk T1 2023-2024 (DepreSym): NDCG@10 (eRisk 2023) = 0.947 (Depression Symptom Retrieval)
- eRisk T1 2023-2024 (DepreSym): NDCG@1000 (eRisk 2023) = 0.817 (Depression Symptom Retrieval)

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (312 B)
- README.md (13 KB)
- config.json (551 B)
- config_sentence_transformers.json (295 B)
- model.safetensors (418 MB) LFS
- modules.json (349 B)
- sentence_bert_config.json (57 B)
- special_tokens_map.json (964 B)
- tokenizer.json (694 KB)
- tokenizer_config.json (1.6 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 2026-09-22T23:25:07.407Z.
- Open license detected as apache-2.0.
- Model-index metadata found for BDI-batch (sentence-transformers/all-mpnet-base-v2).
- 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-citiusltl-bdi-all-mpnet-base-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-citiusltl-bdi-all-mpnet-base-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-citiusltl-bdi-all-mpnet-base-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-citiusltl-bdi-all-mpnet-base-v2/decentralized-fallbacks