# Finiflowlabs/sauti-asr-v1

Model from Hugging Face for automatic speech recognition: Finiflowlabs/sauti-asr-v1 · transformers

## Facts

- Type: LLM
- Task: automatic-speech-recognition
- 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/Finiflowlabs/sauti-asr-v1
- Hosting: hosted (15 files)
- Files: 15 hosted of 16 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: 15 files, 3.06 GB
- Full repo upstream: 3.06 GB
- Recommended file: 3.06 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-finiflowlabs-sauti-asr-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/download-plan)
- Per-file SHA-256: available for 15 of 15 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/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: 23
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for Finiflowlabs/sauti-asr-v1. Task: automatic speech recognition. Library: transformers. Languages: sw. Datasets referenced by card metadata: keystats/swahili_asr_data. Base model: openai/whisper-medium. Includes 2 model-card evaluation signals. Popularity signal at import: 16 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: automatic-speech-recognition
- Library: transformers
- Base model: openai/whisper-medium
- Task categories: automatic-speech-recognition
- Languages: sw
- Referenced datasets: keystats/swahili_asr_data
- Metrics: wer, cer
- Model-index entries: sauti-asr-v1
- Evaluation signals: 2 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- keystats_asr (held-out test split): Word Error Rate = 13.52 (Speech Recognition)
- keystats_asr (held-out test split): Character Error Rate = 3.85 (Speech Recognition)

## Referenced Data

- Dataset: keystats/swahili_asr_data

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.9 KB)
- added_tokens.json (34 KB)
- all_results.json (399 B)
- config.json (1.2 KB)
- generation_config.json (2.8 KB)
- merges.txt (482 KB)
- model.safetensors (2.8 GB) LFS
- normalizer.json (51 KB)
- preprocessor_config.json (356 B)
- special_tokens_map.json (2.1 KB)
- test_results.json (210 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 2026-09-04T00:20:11.166Z.
- Open license detected as apache-2.0.
- Model-index metadata found for sauti-asr-v1.
- Model card references dataset context: keystats/swahili_asr_data.
- 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-finiflowlabs-sauti-asr-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-finiflowlabs-sauti-asr-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-finiflowlabs-sauti-asr-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-finiflowlabs-sauti-asr-v1/decentralized-fallbacks