english_to_malayalam

AFZAL0008/english_to_malayalam

english_to_malayalam is a machine learning model from AFZAL0008. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Apr 11, 2025
Updated: Apr 12, 2025
SHA: 423eb72a

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

english_to_malayalam

This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3044
Bleu: 16.0118
Gen Len: 14.627

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.328	1.0	14812	0.3103	15.7874	14.5949
0.3177	2.0	29624	0.3044	16.0118	14.627

Framework versions

Transformers 4.51.1
Pytorch 2.5.1+cu124
Datasets 3.5.0
Tokenizers 0.21.0

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 11, 2025
Updated: Apr 12, 2025