# ggml-org/gte-small-Q8_0-GGUF

Model from Hugging Face for sentence similarity: ggml-org/gte-small-Q8_0-GGUF · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/ggml-org/gte-small-Q8_0-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 3 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: 1 file, 36.7 MB
- Full repo upstream: 36.7 MB
- Recommended file: 36.7 MB (Q8_0) · gte-small-q8_0.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-ggml-org-gte-small-q8-0-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-gte-small-q8-0-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-gte-small-q8-0-gguf/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: 41
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for ggml-org/gte-small-Q8_0-GGUF. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: thenlper/gte-small. Includes 12 model-card evaluation signals. Popularity signal at import: 79 downloads and 3 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: thenlper/gte-small
- Task categories: sentence-similarity
- Languages: en
- Model-index entries: gte-small
- Evaluation signals: 12 model-card eval results
- File hints: 3 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 73.22388059701493 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 36.09895941426988 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 67.3205651539195 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 91.81894999999999 (Classification)
- MTEB AmazonPolarityClassification: ap = 88.5240138417305 (Classification)
- MTEB AmazonPolarityClassification: f1 = 91.80367382706962 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 48.032 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 47.4490665674719 (Classification)
- MTEB ArguAna: map_at_1 = 30.725 (Retrieval)
- MTEB ArguAna: map_at_10 = 46.604 (Retrieval)

## File Hints

- .gitattributes (1.5 KB)
- README.md (60 KB)
- gte-small-q8_0.gguf (35 MB) 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 2026-09-16T22:14:48.528Z.
- Upstream license: mit. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for gte-small.
- 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-ggml-org-gte-small-q8-0-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-gte-small-q8-0-gguf/files?limit=100
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-gte-small-q8-0-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ggml-org-gte-small-q8-0-gguf&limit=100
- Request mirror: not applicable.
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