# Querit/Querit

Model from Hugging Face for text ranking: Querit/Querit · transformers

## Facts

- Type: LLM
- Task: text-ranking
- Framework: 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/Querit/Querit
- Hosting: hosted (10 files)
- Files: 10 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: 10 files, 6.41 GB
- Full repo upstream: 6.41 GB
- Recommended file: 6.4 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-querit-querit/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/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: 27
- Stars: 3
- Card completeness: 92%

## Description

External Hugging Face catalog record for Querit/Querit. Task: text ranking. Library: transformers. Languages: zh, en, es, fr, de, ru, ko, ja. Popularity signal at import: 416 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-ranking
- Library: transformers
- Task categories: text-ranking
- Languages: zh, en, es, fr, de, ru, ko, ja
- Paper ids: 2606.19037
- File hints: 12 upstream file samples

## Referenced Data

- Paper: 2606.19037

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.0 KB)
- chat_template.jinja (3.0 KB)
- config.json (1.4 KB)
- generation_config.json (111 B)
- model-00001-of-00002.safetensors (1.5 GB) LFS
- model-00002-of-00002.safetensors (4.5 GB) LFS
- model.safetensors.index.json (806 KB)
- modeling_querit.py (6.0 KB)
- special_tokens_map.json (651 B)
- tokenizer.json (9.5 MB)
- tokenizer_config.json (160 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 2026-08-29T10:13:00.610Z.
- Open license detected as apache-2.0.
- 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-querit-querit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-querit-querit
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-querit-querit&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-querit-querit/decentralized-fallbacks