# kingabzpro/whisper-small-hi-cv

Model from Hugging Face for automatic speech recognition: kingabzpro/whisper-small-hi-cv · 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/kingabzpro/whisper-small-hi-cv
- Hosting: hosted (10 files)
- Files: 10 hosted of 13 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: 10 files, 968.6 MB
- Full repo upstream: 1.94 GB
- Recommended file: 1.93 GB (3 files)
- Download: https://huggingbay.xyz/artifact/hf-model-kingabzpro-whisper-small-hi-cv/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/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: 25
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for kingabzpro/whisper-small-hi-cv. Task: automatic speech recognition. Library: transformers. Languages: hi. Datasets referenced by card metadata: mozilla-foundation/common_voice_15_0, mozilla-foundation/common_voice_13_0. Base model: openai/whisper-small. Includes 4 model-card evaluation signals. Popularity signal at import: 12 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: automatic-speech-recognition
- Library: transformers
- Base model: openai/whisper-small
- Task categories: automatic-speech-recognition
- Languages: hi
- Referenced datasets: mozilla-foundation/common_voice_15_0, mozilla-foundation/common_voice_13_0
- Metrics: cer, wer
- Model-index entries: whisper-small-hi-cv
- Evaluation signals: 4 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- Common Voice 15: Test WER = 13.9913 (Automatic Speech Recognition)
- Common Voice 15: Test CER = 5.8844 (Automatic Speech Recognition)
- Common Voice 13: Test WER = 23.3824 (Automatic Speech Recognition)
- Common Voice 13: Test CER = 10.5288 (Automatic Speech Recognition)

## Referenced Data

- Dataset: mozilla-foundation/common_voice_15_0
- Dataset: mozilla-foundation/common_voice_13_0

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.8 KB)
- added_tokens.json (34 KB)
- config.json (1.3 KB)
- merges.txt (482 KB)
- model.safetensors (922 MB) LFS
- normalizer.json (51 KB)
- preprocessor_config.json (339 B)
- pytorch_model.bin (922 MB) LFS
- special_tokens_map.json (2.0 KB)
- tokenizer_config.json (805 B)
- training_args.bin (4.1 KB) LFS

## 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 2026-09-03T23:40:09.694Z.
- Open license detected as apache-2.0.
- Model-index metadata found for whisper-small-hi-cv.
- Model card references dataset context: mozilla-foundation/common_voice_15_0, mozilla-foundation/common_voice_13_0.
- 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-kingabzpro-whisper-small-hi-cv
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-kingabzpro-whisper-small-hi-cv
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-kingabzpro-whisper-small-hi-cv&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-whisper-small-hi-cv/decentralized-fallbacks