AI4BharatCadence

Cadence-Fast

Cadence-Fast is a Gemma-3-270M-derived punctuation model. It is distilled from the larger Cadence model.

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-Fast 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

Cadence-Fast specifications
DetailValue and conditions
AccessDownloadable
Model identifiersCadence-Fast
CoverageEnglish and 22 Indian languages.Cadence-Fast official model card
TermsMIT declared by the card; the Gemma base retains its own upstream terms.Cadence-Fast official model card

Related models

  • Cadence

    AI4Bharat ยท Cadence

    One-billion-parameter punctuation-restoration model for English and 22 Indian languages.

    Launch date not confirmedRestricted accessDownloadable