my_awesome_billsum_model – AI Model by diksha61222 | AlphaNeural AI

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diksha61222/
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: 2.5813
Rouge1: 0.1363
Rouge2: 0.0477
Rougel: 0.1131
Rougelsum: 0.113
Gen Len: 19.0

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8686	0.1198	0.0308	0.1003	0.1002	19.0
No log	2.0	124	2.6613	0.1303	0.0413	0.1085	0.1082	19.0
No log	3.0	186	2.5969	0.135	0.0457	0.1115	0.1116	19.0
No log	4.0	248	2.5813	0.1363	0.0477	0.1131	0.113	19.0

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Tokenizers 0.19.1