AI4BharatCadence
Cadence
Cadence is a Gemma-3-1B-derived punctuation model. It changes the causal language model into a bidirectional encoder.
Restricted access
Punctuation prediction is different from rewriting
The package combines model punctuation with rule-based English capitalization and corrections. It offers sliding windows for long text. The tokenizer has limited Meetei-script support; the card suggests Bengali-script transliteration for Manipuri.Cadence official model card
Review punctuation without changing the spoken words
Practical guidance. For transcripts, compare word order before and after processing. Separate punctuation quality from any capitalization or other rule-based changes in the surrounding package.
Specifications & access
| Detail | Value and conditions |
|---|---|
| Status | Restricted access |
| Access | Downloadable |
| Model identifiers | Cadence |
| Coverage | English and 22 Indian languages.Cadence official model card |
| Terms | MIT declared by the card; the Gemma base retains its own upstream terms.Cadence official model card |
Related models
- Cadence-Fast
AI4Bharat ยท Cadence
270-million-parameter punctuation-restoration model for English and 22 Indian languages.
Launch date not confirmedDownloadable