# hotchpotch/bekko-embedding-v1-a8m

Model from Hugging Face for sentence similarity: hotchpotch/bekko-embedding-v1-a8m · 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/hotchpotch/bekko-embedding-v1-a8m
- Hosting: hosted (8 files)
- Files: 8 hosted of 30 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, 246.4 MB
- Full repo upstream: 3.49 GB
- Recommended file: 3.46 GB (14 files)
- Download: https://huggingbay.xyz/artifact/hf-model-hotchpotch-bekko-embedding-v1-a8m/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/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: 5380
- Stars: 19
- Card completeness: 92%

## Description

External Hugging Face catalog record for hotchpotch/bekko-embedding-v1-a8m. Task: sentence similarity. Library: sentence transformers. Languages: multilingual. Popularity signal at import: 5,380 downloads and 19 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: multilingual
- Paper ids: 2607.25180
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2607.25180

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (312 B)
- README.md (36 KB)
- cli_args.json (20 KB)
- config.json (1.2 KB)
- config_sentence_transformers.json (289 B)
- eval_result.json (14 KB)
- model.safetensors (202 MB) LFS
- modules.json (229 B)
- onnx/model.onnx (124 MB) LFS
- onnx/model_O1_fp32_not_recommended.onnx (404 MB) LFS
- onnx/model_O2_fp32_not_recommended.onnx (404 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 2026-09-21T23:46:06.452Z.
- Open license detected as mit.
- 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-hotchpotch-bekko-embedding-v1-a8m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-hotchpotch-bekko-embedding-v1-a8m
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-hotchpotch-bekko-embedding-v1-a8m&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-hotchpotch-bekko-embedding-v1-a8m/decentralized-fallbacks