# upskyy/e5-base-korean

Model from Hugging Face for sentence similarity: upskyy/e5-base-korean · 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/upskyy/e5-base-korean
- Hosting: unknown (no download location recorded)
- Files: 11 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 1.13 GB
- Recommended file: 1.11 GB · model.safetensors
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 159
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for upskyy/e5-base-korean. Task: sentence similarity. Library: sentence transformers. Languages: multilingual, af, am, ar, as, az, be, bg. Base model: intfloat/multilingual-e5-base. Includes 8 model-card evaluation signals. Popularity signal at import: 642 downloads and 3 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: intfloat/multilingual-e5-base
- Task categories: sentence-similarity
- Languages: multilingual, af, am, ar, as, az, be, bg
- Metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot
- Paper ids: 2402.05672, 1908.10084
- Model-index entries: upskyy/e5-base-korean
- Evaluation signals: 8 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- sts dev: Pearson Cosine = 0.8593935914692068 (Semantic Similarity)
- sts dev: Spearman Cosine = 0.8572594228080116 (Semantic Similarity)
- sts dev: Pearson Manhattan = 0.8217336375412545 (Semantic Similarity)
- sts dev: Spearman Manhattan = 0.8280050978871264 (Semantic Similarity)
- sts dev: Pearson Euclidean = 0.8208931119126335 (Semantic Similarity)
- sts dev: Spearman Euclidean = 0.8277058727421436 (Semantic Similarity)
- sts dev: Pearson Dot = 0.8187961699085111 (Semantic Similarity)
- sts dev: Spearman Dot = 0.8236175658758088 (Semantic Similarity)

## Referenced Data

- Paper: 2402.05672
- Paper: 1908.10084

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (9.5 KB)
- config.json (662 B)
- model.safetensors (1.0 GB) LFS
- modules.json (229 B)
- sentence_bert_config.json (53 B)
- sentencepiece.bpe.model (4.8 MB) LFS
- 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-30T12:06:44.815Z.
- Open license detected as mit.
- Model-index metadata found for upskyy/e5-base-korean.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-e5-base-korean
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-e5-base-korean/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-e5-base-korean/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-upskyy-e5-base-korean/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-upskyy-e5-base-korean/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-upskyy-e5-base-korean/decentralized-fallbacks