# mhiveai/Qwen-Insure

Model from Hugging Face for sentence similarity: mhiveai/Qwen-Insure · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: unknown
- Source: unknown
- Hosting: hosted (10 files)
- Files: 10 hosted of 15 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, 2.39 GB
- Full repo upstream: 2.4 GB
- Recommended file: 2.38 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mhiveai-qwen-insure/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/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: 35934
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for mhiveai/Qwen-Insure. Task: sentence similarity. Library: sentence transformers. Base model: Qwen/Qwen3-Embedding-0.6B. Includes 1 model-card evaluation signal. Popularity signal at import: 35,934 downloads and 0 likes.

## Model Card Facts

- Declared license: unknown
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: Qwen/Qwen3-Embedding-0.6B
- Task categories: sentence-similarity
- Metrics: cosine_accuracy
- Paper ids: 1908.10084, 1705.00652
- Model-index entries: SentenceTransformer based on Qwen/Qwen3-Embedding-0.6B
- Evaluation signals: 1 model-card eval result
- File hints: 15 upstream file samples

## Evaluation Signals

- reinsurance te eval: Cosine Accuracy = 0.8290598392486572 (Triplet)

## Referenced Data

- Paper: 1908.10084
- Paper: 1705.00652

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (313 B)
- README.md (15 KB)
- added_tokens.json (707 B)
- chat_template.jinja (4.0 KB)
- config.json (1.3 KB)
- config_sentence_transformers.json (375 B)
- merges.txt (1.6 MB)
- model.safetensors (2.2 GB) LFS
- modules.json (349 B)
- sentence_bert_config.json (59 B)
- special_tokens_map.json (613 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-21T07:22:50.442Z.
- Upstream license: unknown. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for SentenceTransformer based on Qwen/Qwen3-Embedding-0.6B.
- 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-mhiveai-qwen-insure
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mhiveai-qwen-insure
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mhiveai-qwen-insure&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mhiveai-qwen-insure/decentralized-fallbacks