# thenlper/gte-small-zh

Model from Hugging Face for sentence similarity: thenlper/gte-small-zh · 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/thenlper/gte-small-zh
- Hosting: hosted (11 files)
- Files: 11 hosted of 16 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 11 listed files; full count and size unknown
- Full repo upstream: 121.5 MB
- Download: https://huggingbay.xyz/artifact/hf-model-thenlper-gte-small-zh/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/download-plan)
- Per-file SHA-256: available for 11 of 11 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/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: 2525
- Stars: 19
- Card completeness: 96%

## Description

External Hugging Face catalog record for thenlper/gte-small-zh. Task: sentence similarity. Library: sentence transformers. Languages: en. Includes 12 model-card evaluation signals. Popularity signal at import: 8,584 downloads and 19 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: en
- Paper ids: 2308.03281
- Model-index entries: gte-small-zh
- Evaluation signals: 12 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- MTEB AFQMC: cos_sim_pearson = 35.80906032378281 (STS)
- MTEB AFQMC: cos_sim_spearman = 36.688967176174415 (STS)
- MTEB AFQMC: euclidean_pearson = 35.70701955438158 (STS)
- MTEB AFQMC: euclidean_spearman = 36.6889470691436 (STS)
- MTEB AFQMC: manhattan_pearson = 35.832741768286944 (STS)
- MTEB AFQMC: manhattan_spearman = 36.831888591957195 (STS)
- MTEB ATEC: cos_sim_pearson = 44.667266488330384 (STS)
- MTEB ATEC: cos_sim_spearman = 45.77390794946174 (STS)
- MTEB ATEC: euclidean_pearson = 48.14272832901943 (STS)
- MTEB ATEC: euclidean_spearman = 45.77390569666109 (STS)

## Referenced Data

- Paper: 2308.03281

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (191 B)
- README.md (32 KB)
- config.json (772 B)
- model.safetensors (58 MB) LFS
- modules.json (386 B)
- pytorch_model.bin (58 MB) LFS
- sentence_bert_config.json (57 B)
- special_tokens_map.json (125 B)
- tokenizer.json (291 KB)
- tokenizer_config.json (425 B)
- vocab.txt (68 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 2026-09-21T21:53:08.133Z.
- Open license detected as mit.
- Model-index metadata found for gte-small-zh.
- 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-thenlper-gte-small-zh
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-thenlper-gte-small-zh
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-thenlper-gte-small-zh&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-thenlper-gte-small-zh/decentralized-fallbacks