my-awesome-billsum-model – AI Model by ZONGHAOLI | AlphaNeural AI

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ZONGHAOLI/
my-awesome-billsum-model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my-awesome-billsum-model

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: 2.5345
Rouge1: 0.1445
Rouge2: 0.0521
Rougel: 0.1161
Rougelsum: 0.1163
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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8233	0.1374	0.0488	0.1135	0.1139	20.0
No log	2.0	124	2.6085	0.1356	0.0471	0.11	0.1105	20.0
No log	3.0	186	2.5497	0.1428	0.0509	0.1153	0.1156	20.0
No log	4.0	248	2.5345	0.1445	0.0521	0.1161	0.1163	20.0

Framework versions

Transformers 4.56.1
Pytorch 2.8.0+cu126
Datasets 4.0.0
Tokenizers 0.22.0