# hotchpotch/open-provence-reranker-v1

Model from Hugging Face for text ranking: hotchpotch/open-provence-reranker-v1 · unknown

## Facts

- Type: LLM
- Task: text-ranking
- Framework: unknown
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/hotchpotch/open-provence-reranker-v1
- Hosting: hosted (46 files)
- Files: 46 hosted of 48 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: 46 files, 538.2 MB
- Full repo upstream: 538.4 MB
- Recommended file: 529.6 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-hotchpotch-open-provence-reranker-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/download-plan)
- Per-file SHA-256: available for 46 of 46 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/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: 72
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for hotchpotch/open-provence-reranker-v1. Task: text ranking. Library: unknown. Languages: en, ja. Datasets referenced by card metadata: hotchpotch/msmarco-context-relevance, hotchpotch/japanese-context-relevance, hotchpotch/gooaq-context-relevance-130k, hotchpotch/natural-questions-context-relevance. Popularity signal at import: 355 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-ranking
- Library: unknown
- Task categories: text-ranking
- Languages: en, ja
- Referenced datasets: hotchpotch/msmarco-context-relevance, hotchpotch/japanese-context-relevance, hotchpotch/gooaq-context-relevance-130k, hotchpotch/natural-questions-context-relevance
- Paper ids: 2501.16214
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: hotchpotch/msmarco-context-relevance
- Dataset: hotchpotch/japanese-context-relevance
- Dataset: hotchpotch/gooaq-context-relevance-130k
- Dataset: hotchpotch/natural-questions-context-relevance
- Paper: 2501.16214

## File Hints

- .gitattributes (1.5 KB)
- README.md (15 KB)
- config.json (5.4 KB)
- eval_results/eval_mldr.md (1.5 KB)
- eval_results/mldr/baselines/mldr_en_original/eval_summary.json (584 B)
- eval_results/mldr/baselines/mldr_en_original/eval_summary.md (484 B)
- eval_results/mldr/baselines/mldr_ja_original/eval_summary.json (592 B)
- eval_results/mldr/baselines/mldr_ja_original/eval_summary.md (494 B)
- eval_results/mldr/baselines/naver-provence-reranker-debertav3-v1_mldr_en_th_0_05/eval_summary.json (609 B)
- eval_results/mldr/baselines/naver-provence-reranker-debertav3-v1_mldr_en_th_0_05/eval_summary.md (511 B)
- eval_results/mldr/baselines/naver-provence-reranker-debertav3-v1_mldr_en_th_0_05/process_summary.json (475 B)
- eval_results/mldr/baselines/naver-provence-reranker-debertav3-v1_mldr_en_th_0_1/eval_summary.json (603 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 2026-08-29T10:43:17.893Z.
- Open license detected as mit.
- Model card references dataset context: hotchpotch/msmarco-context-relevance, hotchpotch/japanese-context-relevance, hotchpotch/gooaq-context-relevance-130k, hotchpotch/natural-questions-context-relevance.
- 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-hotchpotch-open-provence-reranker-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-hotchpotch-open-provence-reranker-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-hotchpotch-open-provence-reranker-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-open-provence-reranker-v1/decentralized-fallbacks