# surindersinghssj/surt-small-v3

Model from Hugging Face for automatic speech recognition: surindersinghssj/surt-small-v3 · 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/surindersinghssj/surt-small-v3
- Hosting: hosted (8 files)
- Files: 8 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: 8 files, 971.2 MB
- Full repo upstream: 972.5 MB
- Recommended file: 967 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-surindersinghssj-surt-small-v3/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-surindersinghssj-surt-small-v3/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-surindersinghssj-surt-small-v3/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: 3254
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for surindersinghssj/surt-small-v3. Task: automatic speech recognition. Library: transformers. Languages: pa. Datasets referenced by card metadata: surindersinghssj/gurbani-sehajpath-yt-captions-canonical, surindersinghssj/gurbani-sehajpath, surindersinghssj/gurbani-kirtan-yt-captions-300h-canonical. Base model: openai/whisper-small. Includes 6 model-card evaluation signals. Popularity signal at import: 105 downloads and 0 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: pa
- Referenced datasets: surindersinghssj/gurbani-sehajpath-yt-captions-canonical, surindersinghssj/gurbani-sehajpath, surindersinghssj/gurbani-kirtan-yt-captions-300h-canonical
- Metrics: wer, cer
- Model-index entries: surt-small-v3
- Evaluation signals: 6 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- gurbani-sehajpath-yt-captions-eval-canonical: WER (step 12000, final) = 16.31 (Sehaj Path Recitation (held-out eval))
- gurbani-sehajpath-yt-captions-eval-canonical: CER (step 12000, final) = 5.25 (Sehaj Path Recitation (held-out eval))
- gurbani-sehajpath-yt-captions-eval-canonical: Best WER (step 11000) = 15.84 (Sehaj Path Recitation (held-out eval))
- gurbani-sehajpath-yt-captions-eval-canonical: Best CER (step 11000) = 5.15 (Sehaj Path Recitation (held-out eval))
- gurbani-kirtan-yt-captions-eval-canonical: WER (step 12000, final) = 54.8 (Kirtan (held-out eval))
- gurbani-kirtan-yt-captions-eval-canonical: CER (step 12000, final) = 28 (Kirtan (held-out eval))

## Referenced Data

- Dataset: surindersinghssj/gurbani-sehajpath-yt-captions-canonical
- Dataset: surindersinghssj/gurbani-sehajpath
- Dataset: surindersinghssj/gurbani-kirtan-yt-captions-300h-canonical

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.4 KB)
- added_tokens.json (34 KB)
- config.json (2.1 KB)
- generation_config.json (4.5 KB)
- merges.txt (482 KB)
- model.safetensors (922 MB) LFS
- normalizer.json (51 KB)
- preprocessor_config.json (181 KB)
- special_tokens_map.json (2.1 KB)
- tokenizer.json (3.7 MB)
- tokenizer_config.json (2.0 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T09:18:42.909Z.
- Open license detected as apache-2.0.
- Model-index metadata found for surt-small-v3.
- Model card references dataset context: surindersinghssj/gurbani-sehajpath-yt-captions-canonical, surindersinghssj/gurbani-sehajpath, surindersinghssj/gurbani-kirtan-yt-captions-300h-canonical.
- 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-surindersinghssj-surt-small-v3
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-surindersinghssj-surt-small-v3/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-surindersinghssj-surt-small-v3
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-surindersinghssj-surt-small-v3/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-surindersinghssj-surt-small-v3&limit=100
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