codemix-indicBART_L1_to_CM_candidates_acc4.9 – AI Model by prakod | AlphaNeural AI

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prakod/
codemix-indicBART_L1_to_CM_candidates_acc4.9

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text2text-generation

generated_from_trainer

ai4bharat/IndicBART

endpoints_compatible

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codemix-indicBART_L1_to_CM_candidates_acc4.9

This model is a fine-tuned version of ai4bharat/IndicBART on the None dataset. It achieves the following results on the evaluation set:

Loss: 4.2571
Bleu: 13.6301
Gen Len: 21.0

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: 1e-06
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Use 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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
6.722	0.9985	501	5.7701	14.2555	21.0
5.8627	1.9985	1002	4.9943	13.4721	21.0
5.3333	2.9985	1503	4.5615	13.156	21.0
5.0259	3.9985	2004	4.3291	13.4825	21.0
4.8772	4.9985	2505	4.2571	13.6301	21.0

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1