# BEE-spoke-data/bert-plus-L8-v1.0-syntheticSTS-4k

Model from Hugging Face for sentence similarity: BEE-spoke-data/bert-plus-L8-v1.0-syntheticSTS-4k · 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/BEE-spoke-data/bert-plus-L8-v1.0-syntheticSTS-4k
- Hosting: hosted (8 files)
- Files: 8 hosted of 29 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: 8 files, 353 MB
- Full repo upstream: 778.7 MB
- Recommended file: 352.3 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/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: 95
- Stars: 5
- Card completeness: 96%

## Description

External Hugging Face catalog record for BEE-spoke-data/bert-plus-L8-v1.0-syntheticSTS-4k. Task: sentence similarity. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: pszemraj/synthetic-text-similarity. Base model: BEE-spoke-data/bert-plus-L8-v1.0-allNLI_matryoshka.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: BEE-spoke-data/bert-plus-L8-v1.0-allNLI_matryoshka
- Task categories: sentence-similarity
- Languages: en
- Referenced datasets: pszemraj/synthetic-text-similarity
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: pszemraj/synthetic-text-similarity

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (3.5 KB)
- config.json (662 B)
- config_sentence_transformers.json (171 B)
- inference_bert_synthsts.ipynb (349 KB)
- model.safetensors (336 MB) LFS
- modules.json (229 B)
- onnx-quant/config.json (676 B)
- onnx-quant/model_quantized.onnx (81 MB) LFS
- onnx-quant/ort_config.json (835 B)
- onnx-quant/special_tokens_map.json (695 B)

## 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 2026-09-28T08:00:03.157Z.
- Open license detected as apache-2.0.
- Model card references dataset context: pszemraj/synthetic-text-similarity.
- 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-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bee-spoke-data-bert-plus-l8-v1-0-syntheticsts-4k/decentralized-fallbacks