# abilmansplus/whisper-turbo-ksc2

Model from Hugging Face for automatic speech recognition: abilmansplus/whisper-turbo-ksc2 · transformers

## Facts

- Type: LLM
- Task: automatic-speech-recognition
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/abilmansplus/whisper-turbo-ksc2
- Hosting: hosted (9 files)
- Files: 9 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: 9 files, 3.24 GB
- Full repo upstream: 3.24 GB
- Recommended file: 3.24 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-abilmansplus-whisper-turbo-ksc2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/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: 549
- Stars: 7
- Card completeness: 96%

## Description

External Hugging Face catalog record for abilmansplus/whisper-turbo-ksc2. Task: automatic speech recognition. Library: transformers. Languages: kk. Datasets referenced by card metadata: issai/Kazakh_Speech_Corpus_2. Popularity signal at import: 2,232 downloads and 7 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: automatic-speech-recognition
- Library: transformers
- Task categories: automatic-speech-recognition
- Languages: kk
- Referenced datasets: issai/Kazakh_Speech_Corpus_2
- Metrics: wer
- File hints: 13 upstream file samples

## Referenced Data

- Dataset: issai/Kazakh_Speech_Corpus_2

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.1 KB)
- added_tokens.json (34 KB)
- config.json (1.4 KB)
- generation_config.json (3.7 KB)
- merges.txt (482 KB)
- model.safetensors (3.0 GB) LFS
- normalizer.json (51 KB)
- preprocessor_config.json (340 B)
- special_tokens_map.json (2.1 KB)
- tokenizer_config.json (276 KB)
- training_args.bin (5.4 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 2026-09-22T10:48:19.819Z.
- Open license detected as mit.
- Model card references dataset context: issai/Kazakh_Speech_Corpus_2.
- 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-abilmansplus-whisper-turbo-ksc2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-abilmansplus-whisper-turbo-ksc2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-abilmansplus-whisper-turbo-ksc2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-abilmansplus-whisper-turbo-ksc2/decentralized-fallbacks