hindi-marathi-dev-bert-scratch

l3cube-pune/hindi-marathi-dev-bert-scratch

hindi-marathi-dev-bert-scratch is a fill-mask model from l3cube-pune. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as cc-by-4.0.

DevBERT is a Devanagari BERT model. It is a base-BERT model trained from scratch on publicly available Hindi and Marathi monolingual datasets. [project link] (https://github.com/l3cube-pune/MarathiNLP)

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At a glance

Task: Fill-Mask
Library: transformers
License: cc-by-4.0
Model type: bert
Access: Public
Created: Sep 1, 2022
Updated: Jun 11, 2023
SHA: 6fc3b8bd

Model card

From the Hugging Face model README

DevBERT

More details on the dataset, models, and baseline results can be found in our [<a href='https://arxiv.org/abs/2211.11418'> paper </a>]

The best version of model is shared <a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert'> here </a>

Citing:

@article{joshi2022l3cubehind,
author = {Joshi, Raviraj},
year = {2022},
month = {09},
pages = {},
title = {L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages},
doi = {10.13140/RG.2.2.14606.84809}
}

Other Models trained from scratch are listed below: <a href='https://huggingface.co/l3cube-pune/marathi-bert-scratch'> Marathi-Scratch </a> <a href='https://huggingface.co/l3cube-pune/marathi-tweets-bert-scratch'> Marathi-Tweets-Scratch </a> <a href='https://huggingface.co/l3cube-pune/hindi-bert-scratch'> Hindi-Scratch </a> <a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert-scratch'> Dev-Scratch </a> <a href='https://huggingface.co/l3cube-pune/kannada-bert-scratch'> Kannada-Scratch </a> <a href='https://huggingface.co/l3cube-pune/telugu-bert-scratch'> Telugu-Scratch </a> <a href='https://huggingface.co/l3cube-pune/malayalam-bert-scratch'> Malayalam-Scratch </a> <a href='https://huggingface.co/l3cube-pune/gujarati-bert-scratch'> Gujarati-Scratch </a>

Better versions of Monolingual Indic BERT models are listed below: <a href='https://huggingface.co/l3cube-pune/marathi-bert-v2'> Marathi BERT </a> <a href='https://huggingface.co/l3cube-pune/marathi-roberta'> Marathi RoBERTa </a> <a href='https://huggingface.co/l3cube-pune/marathi-albert'> Marathi AlBERT </a>

<a href='https://huggingface.co/l3cube-pune/hindi-bert-v2'> Hindi BERT </a> <a href='https://huggingface.co/l3cube-pune/hindi-roberta'> Hindi RoBERTa </a> <a href='https://huggingface.co/l3cube-pune/hindi-albert'> Hindi AlBERT </a>

<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert'> Dev BERT </a> <a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-roberta'> Dev RoBERTa </a> <a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-albert'> Dev AlBERT </a>

<a href='https://huggingface.co/l3cube-pune/kannada-bert'> Kannada BERT </a> <a href='https://huggingface.co/l3cube-pune/telugu-bert'> Telugu BERT </a> <a href='https://huggingface.co/l3cube-pune/malayalam-bert'> Malayalam BERT </a> <a href='https://huggingface.co/l3cube-pune/tamil-bert'> Tamil BERT </a> <a href='https://huggingface.co/l3cube-pune/gujarati-bert'> Gujarati BERT </a> <a href='https://huggingface.co/l3cube-pune/odia-bert'> Oriya BERT </a> <a href='https://huggingface.co/l3cube-pune/bengali-bert'> Bengali BERT </a> <a href='https://huggingface.co/l3cube-pune/punjabi-bert'> Punjabi BERT </a>

Task: Fill-Mask
Library: transformers
Type: bert
License: cc-by-4.0
Languages: hi, mr, multilingual
Created: Sep 1, 2022
Updated: Jun 11, 2023