# sdadas/mmlw-e5-small

Model from Hugging Face for sentence similarity: sdadas/mmlw-e5-small · 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/sdadas/mmlw-e5-small
- Hosting: hosted (8 files)
- Files: 8 hosted of 13 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 8 listed files; full count and size unknown
- Full repo upstream: 963.5 MB
- Recommended file: 470.6 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-sdadas-mmlw-e5-small/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/download-plan)
- Per-file SHA-256: available for 7 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/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: 293
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for sdadas/mmlw-e5-small. Task: sentence similarity. Library: sentence transformers. Languages: pl. Includes 12 model-card evaluation signals. Popularity signal at import: 2,628 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: pl
- Model-index entries: mmlw-e5-small
- Evaluation signals: 12 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- MTEB 8TagsClustering: v_measure = 31.772224277808153 (Clustering)
- MTEB AllegroReviews: accuracy = 33.03180914512922 (Classification)
- MTEB AllegroReviews: f1 = 29.800304217426167 (Classification)
- MTEB ArguAna-PL: map_at_1 = 28.804999999999996 (Retrieval)
- MTEB ArguAna-PL: map_at_10 = 45.327 (Retrieval)
- MTEB ArguAna-PL: map_at_100 = 46.17 (Retrieval)
- MTEB ArguAna-PL: map_at_1000 = 46.177 (Retrieval)
- MTEB ArguAna-PL: map_at_3 = 40.528999999999996 (Retrieval)
- MTEB ArguAna-PL: map_at_5 = 43.335 (Retrieval)
- MTEB ArguAna-PL: mrr_at_1 = 30.299 (Retrieval)

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (190 B)
- README.md (30 KB)
- config.json (681 B)
- config_sentence_transformers.json (127 B)
- model.safetensors (449 MB) LFS
- modules.json (229 B)
- pytorch_model.bin (449 MB) LFS
- sentence_bert_config.json (53 B)
- sentencepiece.bpe.model (4.8 MB) LFS
- special_tokens_map.json (167 B)
- tokenizer.json (16 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 2026-09-22T07:59:33.577Z.
- Open license detected as apache-2.0.
- Model-index metadata found for mmlw-e5-small.
- 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-sdadas-mmlw-e5-small
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-sdadas-mmlw-e5-small
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-sdadas-mmlw-e5-small&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-e5-small/decentralized-fallbacks