mt5-stage3-codemixed-si – AI Model by RASHINI01 | AlphaNeural AI

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mt5-stage3-codemixed-si

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RASHINI01/mt5-stage2-singlish-si

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mt5-stage3-codemixed-si

This model is a fine-tuned version of RASHINI01/mt5-stage2-singlish-si on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3999
Cer: 0.0696

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
0.99	1.0	1199	0.6023	0.1132
0.8297	2.0	2398	0.5142	0.0945
0.676	3.0	3597	0.4585	0.0850
0.5951	4.0	4796	0.4411	0.0809
0.5332	5.0	5995	0.4227	0.0749
0.4828	6.0	7194	0.4177	0.0721
0.4343	7.0	8393	0.4077	0.0713
0.4247	8.0	9592	0.4047	0.0710
0.4337	9.0	10791	0.3993	0.0695
0.4094	10.0	11990	0.3999	0.0696

Framework versions

Transformers 4.57.1
Pytorch 2.8.0+cu126
Datasets 4.4.1
Tokenizers 0.22.1