# agbalu/Masinissa-31M

Model from Hugging Face for fill mask: agbalu/Masinissa-31M · unknown

## Facts

- Type: LLM
- Task: fill-mask
- Framework: unknown
- 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/agbalu/Masinissa-31M
- Hosting: hosted (4 files)
- Files: 4 hosted of 10 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, 125.5 MB
- Full repo upstream: 125.8 MB
- Recommended file: 124.5 MB · model.safetensors
- Parameters: 31M
- Download: https://huggingbay.xyz/artifact/hf-model-agbalu-masinissa-31m/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/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: 81
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for agbalu/Masinissa-31M. Task: fill mask. Library: unknown. Languages: kab. Includes 2 model-card evaluation signals. Popularity signal at import: 81 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: fill-mask
- Library: unknown
- Task categories: fill-mask
- Languages: kab
- Metrics: accuracy
- Paper ids: 2305.16264
- Model-index entries: Masinissa-31M
- Evaluation signals: 2 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- UD_Kabyle-ADPT (test): Accuracy (surface tokens, frozen encoder + linear probe) = 0.9051 (Part-of-speech tagging)
- UD_Kabyle-ADPT (test): Accuracy (surface tokens, homoglyph-corrupted input) = 0.8742 (Part-of-speech tagging)

## Referenced Data

- Paper: 2305.16264

## File Hints

- .gitattributes (1.5 KB)
- README.md (13 KB)
- __init__.py (70 B)
- agbalu-tok-base-16k.model (254 KB) LFS
- config.json (2.8 KB)
- configuration_masinissa.py (1.9 KB)
- model.safetensors (119 MB) LFS
- modeling_masinissa.py (13 KB)
- tokenizer.json (996 KB)
- tokenizer_config.json (221 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 2026-09-24T15:54:33.734Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Masinissa-31M.
- 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-agbalu-masinissa-31m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-agbalu-masinissa-31m
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-agbalu-masinissa-31m&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-agbalu-masinissa-31m/decentralized-fallbacks