# prdev/mini-gte

Model from Hugging Face for sentence similarity: prdev/mini-gte · 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/prdev/mini-gte
- Hosting: hosted (8 files)
- Files: 8 hosted of 17 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: at least 8 listed files; full count and size unknown
- Full repo upstream: 267.4 MB
- Recommended file: 265.5 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-prdev-mini-gte/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/download-plan)
- Per-file SHA-256: available for 6 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/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: 4488
- Stars: 10
- Card completeness: 96%

## Description

External Hugging Face catalog record for prdev/mini-gte. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: distilbert/distilbert-base-uncased. Includes 12 model-card evaluation signals. Popularity signal at import: 1,064 downloads and 10 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: distilbert/distilbert-base-uncased
- Task categories: sentence-similarity
- Languages: en
- Model-index entries: prdev/mini-gte
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 74.8955 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 68.84209999999999 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1_weighted = 77.1819 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 37.731500000000004 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap_weighted = 37.731500000000004 (Classification)
- MTEB AmazonCounterfactualClassification (en): main_score = 74.8955 (Classification)
- MTEB AmazonPolarityClassification (default): accuracy = 92.9424 (Classification)
- MTEB AmazonPolarityClassification (default): f1 = 92.9268 (Classification)
- MTEB AmazonPolarityClassification (default): f1_weighted = 92.9268 (Classification)
- MTEB AmazonPolarityClassification (default): ap = 89.2255 (Classification)

## File Hints

- .gitattributes (1.6 KB)
- .ipynb_checkpoints/mteb_eval-checkpoint.py (2.3 KB)
- 1_Pooling/config.json (296 B)
- README.md (231 KB)
- config.json (551 B)
- config_sentence_transformers.json (214 B)
- github logo.png (259 KB) LFS
- model.safetensors (253 MB) LFS
- model_card.md (236 KB)
- modules.json (229 B)
- mteb_eval.py (2.3 KB)
- qtack_logo.png (259 KB) 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 2026-09-22T17:54:19.495Z.
- Open license detected as apache-2.0.
- Model-index metadata found for prdev/mini-gte.
- 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-prdev-mini-gte
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-prdev-mini-gte
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-prdev-mini-gte&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-prdev-mini-gte/decentralized-fallbacks