IndicBART-mr-test Open-Source Text Generation Model - Free Deployment Supports Marathi Text Generation

Indicbart Mr Test

Developed by AmaanDhamaskar

IndicBART-mr-test is a fine-tuned version of the ai4bharat/IndicBART model on an unknown dataset, primarily used for text generation tasks with support for Marathi.

Large Language Model

Transformers

#Multilingual text generation #Indian language processing #Low-resource optimization

Downloads 47

Release Time : 4/6/2025

Model Overview

This model is a fine-tuned version of IndicBART, suitable for text generation tasks, specifically optimized for Marathi.

Model Features

Multilingual support

Based on the IndicBART architecture, it supports multiple Indian languages including Marathi.

Fine-tuning optimization

Fine-tuned on specific datasets to improve performance in Marathi text generation tasks.

Efficient training

Uses AdamW optimizer and linear learning rate scheduler for efficient training.

Model Capabilities

Text generation

Multilingual processing

Use Cases

Natural language processing

Marathi text summarization

Used for generating summaries of Marathi texts.

Rouge1 score reached 47.0576

Multilingual translation

Supports text conversion between multiple Indian languages.

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
3.6435	1.0	909	2.8758	45.165	1.1394	45.168	45.1586
3.1753	2.0	1818	2.7719	46.5321	3.3062	46.5286	46.5338
3.0756	3.0	2727	2.7413	46.7024	4.0972	46.696	46.6929
3.0307	4.0	3636	2.7345	47.0576	4.7014	47.0474	47.0396

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Indicbart Mr Test

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 IndicBART-mr-test

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📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

🔧 Technical Details

Training procedure

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