# LoveJesus/topical-passage-classifier-chirho

Model from Hugging Face for feature extraction: LoveJesus/topical-passage-classifier-chirho · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/LoveJesus/topical-passage-classifier-chirho
- Hosting: hosted (7 files)
- Files: 7 hosted of 11 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: 7 files, 134.2 MB
- Full repo upstream: 134.2 MB
- Recommended file: 133.5 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-lovejesus-topical-passage-classifier-chirho/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/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: 92
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for LoveJesus/topical-passage-classifier-chirho. Task: feature extraction. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: LoveJesus/biblical-topical-dataset-chirho. Base model: sentence-transformers/all-MiniLM-L12-v2. Includes 4 model-card evaluation signals. Popularity signal at import: 92 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: sentence-transformers
- Base model: sentence-transformers/all-MiniLM-L12-v2
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: LoveJesus/biblical-topical-dataset-chirho
- Metrics: ndcg_at_10, mrr_at_10, map_at_10
- Model-index entries: biblical-topical-search-chirho
- Evaluation signals: 4 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- biblical-topical-search-chirho: NDCG@10 = 0.1831 (Information Retrieval)
- biblical-topical-search-chirho: MRR@10 = 0.1415 (Information Retrieval)
- biblical-topical-search-chirho: MAP@10 = 0.1415 (Information Retrieval)
- biblical-topical-search-chirho: Accuracy@10 = 0.3188 (Information Retrieval)

## Referenced Data

- Dataset: LoveJesus/biblical-topical-dataset-chirho

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (312 B)
- README.md (3.2 KB)
- config.json (745 B)
- config_sentence_transformers.json (277 B)
- eval/Information-Retrieval_evaluation_val-topical-chirho_results.csv (2.0 KB)
- model.safetensors (127 MB) LFS
- modules.json (349 B)
- sentence_bert_config.json (57 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (374 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T05:50:23.663Z.
- Open license detected as mit.
- Model-index metadata found for biblical-topical-search-chirho.
- Model card references dataset context: LoveJesus/biblical-topical-dataset-chirho.
- 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-lovejesus-topical-passage-classifier-chirho
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-lovejesus-topical-passage-classifier-chirho
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lovejesus-topical-passage-classifier-chirho&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-lovejesus-topical-passage-classifier-chirho/decentralized-fallbacks