# UBC-NLP/Simba-W

Model from Hugging Face for automatic speech recognition: UBC-NLP/Simba-W · transformers

## Facts

- Type: Audio
- Task: automatic-speech-recognition
- 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/UBC-NLP/Simba-W
- Hosting: unknown (no download location recorded)
- Files: 16 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 6.18 GB
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 37
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for UBC-NLP/Simba-W. Task: automatic speech recognition. Library: transformers. Languages: am, ar, tw, bm, fr, lg, ha, ig. Datasets referenced by card metadata: UBC-NLP/SimbaBench. Popularity signal at import: 106 downloads and 1 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: automatic-speech-recognition
- Library: transformers
- Task categories: automatic-speech-recognition
- Languages: am, ar, tw, bm, fr, lg, ha, ig
- Referenced datasets: UBC-NLP/SimbaBench
- Metrics: wer, cer
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: UBC-NLP/SimbaBench

## File Hints

- .gitattributes (1.5 KB)
- .ipynb_checkpoints/README-checkpoint.md (8.2 KB)
- .ipynb_checkpoints/config-checkpoint.json (1.2 KB)
- README.md (8.4 KB)
- added_tokens.json (34 KB)
- config.json (1.2 KB)
- generation_config.json (3.8 KB)
- merges.txt (482 KB)
- model-00001-of-00002.safetensors (4.7 GB) LFS
- model-00002-of-00002.safetensors (1.1 GB) LFS
- model.safetensors.index.json (109 KB)
- normalizer.json (51 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-04T20:40:26.031Z.
- Open license detected as cc-by-4.0.
- Model card references dataset context: UBC-NLP/SimbaBench.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-ubc-nlp-simba-w
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ubc-nlp-simba-w/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-ubc-nlp-simba-w/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-ubc-nlp-simba-w/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-ubc-nlp-simba-w/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-ubc-nlp-simba-w/decentralized-fallbacks