# prasadvittaldev/svanita-0.6b

Model from Hugging Face for automatic speech recognition: prasadvittaldev/svanita-0.6b · transformers

## Facts

- Type: LLM
- 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/prasadvittaldev/svanita-0.6b
- Hosting: hosted (6 files)
- Files: 6 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: 6 files, 2.49 GB
- Full repo upstream: 2.51 GB
- Recommended file: 2.49 GB · model.safetensors
- Parameters: 600M
- Download: https://huggingbay.xyz/artifact/hf-model-prasadvittaldev-svanita-0-6b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/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: 55
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for prasadvittaldev/svanita-0.6b. Task: automatic speech recognition. Library: transformers. Languages: te, hi, en. Datasets referenced by card metadata: ai4bharat/IndicVoices, ai4bharat/Kathbath. Base model: nvidia/parakeet-tdt-0.6b-v3. Includes 8 model-card evaluation signals. Popularity signal at import: 55 downloads and 2 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: automatic-speech-recognition
- Library: transformers
- Base model: nvidia/parakeet-tdt-0.6b-v3
- Task categories: automatic-speech-recognition
- Languages: te, hi, en
- Referenced datasets: ai4bharat/IndicVoices, ai4bharat/Kathbath
- Model-index entries: svanita-0.6b
- Evaluation signals: 8 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- IndicVoices Hindi (held-out speakers): WER (either script accepted) = 23.7 (Speech recognition)
- IndicVoices Hindi (held-out speakers): WER (English must be in Latin script) = 23.8 (Speech recognition)
- IndicVoices Hindi (held-out speakers): CER = 13.6 (Speech recognition)
- IndicVoices Telugu (held-out speakers): WER (either script accepted) = 37.7 (Speech recognition)
- IndicVoices Telugu (held-out speakers): WER (English must be in Latin script) = 38 (Speech recognition)
- IndicVoices Telugu (held-out speakers): CER = 17 (Speech recognition)
- Kathbath Hindi (read speech): WER = 25.4 (Speech recognition)
- Kathbath Hindi (read speech): CER = 12.6 (Speech recognition)

## Referenced Data

- Dataset: ai4bharat/IndicVoices
- Dataset: ai4bharat/Kathbath

## File Hints

- .gitattributes (1.8 KB)
- README.md (16 KB)
- config.json (1.1 KB)
- generation_config.json (171 B)
- model.safetensors (2.3 GB) LFS
- processor_config.json (417 B)
- sample_1.wav (113 KB) LFS
- sample_3.wav (122 KB) LFS
- sample_5.wav (200 KB) LFS
- sample_hi_1.wav (176 KB) LFS
- sample_hi_2.wav (160 KB) LFS
- svanita_demo.mp4 (12 MB) 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 2026-09-24T21:23:14.769Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for svanita-0.6b.
- Model card references dataset context: ai4bharat/IndicVoices, ai4bharat/Kathbath.
- 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-prasadvittaldev-svanita-0-6b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-prasadvittaldev-svanita-0-6b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-prasadvittaldev-svanita-0-6b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-prasadvittaldev-svanita-0-6b/decentralized-fallbacks