# mjbommar/ogbert-v1-mlm

Model from Hugging Face for fill mask: mjbommar/ogbert-v1-mlm · transformers

## Facts

- Type: LLM
- Task: fill-mask
- Framework: 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/mjbommar/ogbert-v1-mlm
- Hosting: hosted (4 files)
- Files: 4 hosted of 6 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: 4 files, 147.7 MB
- Full repo upstream: 147.7 MB
- Recommended file: 145.5 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mjbommar-ogbert-v1-mlm/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/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: 96
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for mjbommar/ogbert-v1-mlm. Task: fill mask. Library: transformers. Languages: en. Datasets referenced by card metadata: mjbommar/ogbert-v1-mlm, mjbommar/opengloss-v1.1-dictionary. Base model: answerdotai/ModernBERT-base. Includes 2 model-card evaluation signals. Popularity signal at import: 96 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: fill-mask
- Library: transformers
- Base model: answerdotai/ModernBERT-base
- Task categories: fill-mask
- Languages: en
- Referenced datasets: mjbommar/ogbert-v1-mlm, mjbommar/opengloss-v1.1-dictionary
- Paper ids: 2511.18622
- Model-index entries: ogbert-v1-mlm
- Evaluation signals: 2 model-card eval results
- File hints: 6 upstream file samples

## Evaluation Signals

- OGBert v1 MLM Eval: ARI = 0.7302 (Clustering)
- OGBert v1 MLM Eval: MRR = 0.9596 (Definition Retrieval)

## Referenced Data

- Dataset: mjbommar/ogbert-v1-mlm
- Dataset: mjbommar/opengloss-v1.1-dictionary
- Paper: 2511.18622

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.0 KB)
- config.json (1.5 KB)
- model.safetensors (139 MB) LFS
- tokenizer.json (2.1 MB)
- tokenizer_config.json (696 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 2026-09-24T03:35:43.479Z.
- Open license detected as apache-2.0.
- Model-index metadata found for ogbert-v1-mlm.
- Model card references dataset context: mjbommar/ogbert-v1-mlm, mjbommar/opengloss-v1.1-dictionary.
- 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-mjbommar-ogbert-v1-mlm
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mjbommar-ogbert-v1-mlm
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mjbommar-ogbert-v1-mlm&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-ogbert-v1-mlm/decentralized-fallbacks