# upskyy/gte-base-korean

Model from Hugging Face for sentence similarity: upskyy/gte-base-korean · 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/upskyy/gte-base-korean
- Hosting: hosted (9 files)
- Files: 9 hosted of 10 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: 9 files, 1.24 GB
- Full repo upstream: 1.24 GB
- Recommended file: 1.22 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-upskyy-gte-base-korean/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/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: 748
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for upskyy/gte-base-korean. Task: sentence similarity. Library: sentence transformers. Languages: af, ar, az, be, bg, bn, ca, ceb. Base model: Alibaba-NLP/gte-multilingual-base. Includes 8 model-card evaluation signals. Popularity signal at import: 319 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: Alibaba-NLP/gte-multilingual-base
- Task categories: sentence-similarity
- Languages: af, ar, az, be, bg, bn, ca, ceb
- Metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot
- Paper ids: 2407.19669, 1908.10084
- Model-index entries: upskyy/gte-korean-base
- Evaluation signals: 8 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- sts dev: Pearson Cosine = 0.8681402442523579 (Semantic Similarity)
- sts dev: Spearman Cosine = 0.8689161244129222 (Semantic Similarity)
- sts dev: Pearson Manhattan = 0.7793706671294577 (Semantic Similarity)
- sts dev: Spearman Manhattan = 0.7816816816264681 (Semantic Similarity)
- sts dev: Pearson Euclidean = 0.7810210343196274 (Semantic Similarity)
- sts dev: Spearman Euclidean = 0.7835693502057339 (Semantic Similarity)
- sts dev: Pearson Dot = 0.71802928588865 (Semantic Similarity)
- sts dev: Spearman Dot = 0.7552957785734216 (Semantic Similarity)

## Referenced Data

- Paper: 2407.19669
- Paper: 1908.10084

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (10 KB)
- config.json (1.5 KB)
- model.safetensors (1.1 GB) LFS
- modules.json (229 B)
- sentence_bert_config.json (54 B)
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.1 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 2026-08-29T18:48:00.341Z.
- Open license detected as apache-2.0.
- Model-index metadata found for upskyy/gte-korean-base.
- 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-upskyy-gte-base-korean
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-upskyy-gte-base-korean
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-upskyy-gte-base-korean&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-upskyy-gte-base-korean/decentralized-fallbacks