my_awesome_billsum_model – AI Model by opttt | AlphaNeural AI

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opttt/
my_awesome_billsum_model

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text2text-generation

generated_from_trainer

google-t5/t5-base

text-generation-inference

endpoints_compatible

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my_awesome_billsum_model

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

Loss: 2.0540
Rouge1: 0.201
Rouge2: 0.1049
Rougel: 0.1699
Rougelsum: 0.1701
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
gradient_accumulation_steps: 8
total_train_batch_size: 128
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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	31	2.3958	0.1299	0.0418	0.1073	0.1073	20.0
No log	2.0	62	2.1353	0.169	0.0769	0.1425	0.1426	20.0
No log	3.0	93	2.0684	0.2013	0.1044	0.1701	0.1702	20.0
No log	4.0	124	2.0540	0.201	0.1049	0.1699	0.1701	20.0

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu121
Datasets 3.2.0
Tokenizers 0.21.0