Model: ai4bharat/Cadence
Author: ai4bharat
Pipeline: token-classification
Library: cadence-punctuation
Tags: cadence-punctuation, safetensors, cadence_punctuation, punctuation-restoration, multilingual, indic-languages, ai4bharat, token-classification, custom_code, en, as, bn, brx, doi, gu, hi, kn, ks, kok, mai, ml, mni, mr, ne, or, pa, sa, sat, sd, ta, te, ur, dataset:ai4bharat/sangraha, dataset:HuggingFaceFW/fineweb-2, dataset:ai4bharat/indicvoices_r, dataset:ai4bharat/IndicCorpV2, arxiv:2506.03793, base_model:google/gemma-3-1b-pt, base_model:finetune:google/gemma-3-1b-pt, license:mit, region:us
Base models (finetune): id: google/gemma-3-1b-pt
Card metadata: language: en, as, bn, brx, doi, gu, hi, kn, ks, kok, mai, ml, mni, mr, ne, or, pa, sa, sat, sd, ta, te, ur
license: mit
tags: punctuation-restoration, multilingual, indic-languages, ai4bharat
datasets: ai4bharat/sangraha, HuggingFaceFW/fineweb-2, ai4bharat/indicvoices_r, ai4bharat/IndicCorpV2
metrics: f1
pipeline_tag: token-classification
library_name: cadence-punctuation
base_model: google/gemma-3-1b-pt
widget: text: hello world how are you today
example_title: English Punctuation, text: यह एक हिंदी वाक्य है
example_title: Hindi Punctuation, text: cadence is a great model for punctuation
example_title: Another English Example
Likes: 16 | All-time downloads: 53862
Created: 2025-05-31 16:27:45