# starsy/gte-Qwen2-7B-instruct

Model from Hugging Face for sentence similarity: starsy/gte-Qwen2-7B-instruct · 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/starsy/gte-Qwen2-7B-instruct
- Hosting: hosted (17 files)
- Files: 17 hosted of 25 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: 17 files, 30.5 GB
- Full repo upstream: 30.5 GB
- Recommended file: 30.5 GB (7 files)
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-starsy-gte-qwen2-7b-instruct/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-starsy-gte-qwen2-7b-instruct/download-plan)
- Per-file SHA-256: available for 17 of 17 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-starsy-gte-qwen2-7b-instruct/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: 98
- Stars: 0
- Card completeness: 94%

## Description

External Hugging Face catalog record for starsy/gte-Qwen2-7B-instruct. Task: sentence similarity. Library: sentence transformers. Includes 12 model-card evaluation signals. Popularity signal at import: 89 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Paper ids: 2308.03281
- Model-index entries: gte-qwen2-7B-instruct
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 91.31343283582089 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 67.64251402604096 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 87.53372530755692 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 97.497825 (Classification)
- MTEB AmazonPolarityClassification: ap = 96.30329547047529 (Classification)
- MTEB AmazonPolarityClassification: f1 = 97.49769793778039 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 62.564 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 60.975777935041066 (Classification)
- MTEB ArguAna: map_at_1 = 36.486000000000004 (Retrieval)
- MTEB ArguAna: map_at_10 = 54.842 (Retrieval)

## Referenced Data

- Paper: 2308.03281

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (298 B)
- README.md (143 KB)
- added_tokens.json (80 B)
- config.json (902 B)
- config_sentence_transformers.json (284 B)
- generation_config.json (117 B)
- merges.txt (1.6 MB)
- model-00001-of-00007.safetensors (4.6 GB) LFS
- model-00002-of-00007.safetensors (4.5 GB) LFS
- model-00003-of-00007.safetensors (4.6 GB) LFS
- model-00004-of-00007.safetensors (4.6 GB) LFS

## 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 2026-09-25T09:16:33.501Z.
- Open license detected as apache-2.0.
- Model-index metadata found for gte-qwen2-7B-instruct.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

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