billsumiitm – AI Model by arjunaar2789 | AlphaNeural AI

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arjunaar2789/
billsumiitm

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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billsumiitm

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: 2.6146
Rouge1: 0.1509
Rouge2: 0.0565
Rougel: 0.1231
Rougelsum: 0.1233
Gen Len: 20.0

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
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: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8525	0.1391	0.0434	0.1149	0.1148	20.0
No log	2.0	124	2.6537	0.1488	0.0562	0.1224	0.1225	20.0
No log	3.0	186	2.6146	0.1509	0.0565	0.1231	0.1233	20.0

Framework versions

Transformers 4.56.1
Pytorch 2.8.0+cu126
Datasets 4.0.0
Tokenizers 0.22.0