# Sifal/ClinicalMosaic

Model from Hugging Face for fill mask: Sifal/ClinicalMosaic · transformers

## Facts

- Type: LLM
- Task: fill-mask
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/Sifal/ClinicalMosaic
- Hosting: hosted (5 files)
- Files: 5 hosted of 11 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, 547.4 MB
- Full repo upstream: 547.4 MB
- Recommended file: 547.1 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-sifal-clinicalmosaic/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/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: 246
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for Sifal/ClinicalMosaic. Task: fill mask. Library: transformers. Languages: en. Datasets referenced by card metadata: bigbio/mednli. Includes 1 model-card evaluation signal. Popularity signal at import: 71 downloads and 2 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: fill-mask
- Library: transformers
- Task categories: fill-mask
- Languages: en
- Referenced datasets: bigbio/mednli
- Metrics: accuracy
- Paper ids: 2502.18009
- Model-index entries: ClinicalMosaic
- Evaluation signals: 1 model-card eval result
- File hints: 11 upstream file samples

## Evaluation Signals

- MedNLI: Accuracy = 86.5 (classification)

## Referenced Data

- Dataset: bigbio/mednli
- Paper: 2502.18009

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.0 KB)
- automodel.py (15 KB)
- bert_layers_mosa.py (32 KB)
- bert_padding.py (6.1 KB)
- config.json (1.1 KB)
- configuration_bert.py (1.0 KB)
- model.safetensors (522 MB) LFS
- special_tokens_map.json (125 B)
- tokenizer_config.json (1.2 KB)
- vocab.txt (226 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 2026-09-24T17:43:22.488Z.
- Open license detected as mit.
- Model-index metadata found for ClinicalMosaic.
- Model card references dataset context: bigbio/mednli.
- 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-sifal-clinicalmosaic
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-sifal-clinicalmosaic
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-sifal-clinicalmosaic&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-sifal-clinicalmosaic/decentralized-fallbacks