# cruciverb-it/crossword-space-mpnet-base-ade

Model from Hugging Face for feature extraction: cruciverb-it/crossword-space-mpnet-base-ade · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/cruciverb-it/crossword-space-mpnet-base-ade
- Hosting: hosted (5 files)
- Files: 5 hosted of 9 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: 5 files, 2.24 GB
- Full repo upstream: 2.25 GB
- Recommended file: 2.23 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/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: 322
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for cruciverb-it/crossword-space-mpnet-base-ade. Task: feature extraction. Library: transformers. Languages: it. Datasets referenced by card metadata: cruciverb-it/evalita2026. Includes 4 model-card evaluation signals. Popularity signal at import: 424 downloads and 3 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: it
- Referenced datasets: cruciverb-it/evalita2026
- Model-index entries: crossword-space-mpnet-base-ade
- Evaluation signals: 4 model-card eval results
- File hints: 9 upstream file samples

## Evaluation Signals

- Crossword Test: Acc@1 (length-filtered) = 54 (Crossword Clue Answering)
- Crossword Test: MRR (length-filtered) = 63.6 (Crossword Clue Answering)
- Dictionary Test: Acc@1 (length-filtered) = 35.6 (Dictionary Definition Matching)
- Dictionary Test: MRR (length-filtered) = 45 (Dictionary Definition Matching)

## Referenced Data

- Dataset: cruciverb-it/evalita2026

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.1 KB)
- config.json (2.7 KB)
- model.py (14 KB)
- model.safetensors (2.1 GB) LFS
- sentencepiece.bpe.model (4.8 MB) LFS
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.3 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 2026-09-23T02:05:32.801Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for crossword-space-mpnet-base-ade.
- Model card references dataset context: cruciverb-it/evalita2026.
- 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-cruciverb-it-crossword-space-mpnet-base-ade
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cruciverb-it-crossword-space-mpnet-base-ade
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cruciverb-it-crossword-space-mpnet-base-ade&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cruciverb-it-crossword-space-mpnet-base-ade/decentralized-fallbacks