my_awesome_billsum_model – AI Model by sadhan | AlphaNeural AI

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sadhan/
my_awesome_billsum_model

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text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

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my_awesome_billsum_model

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

Loss: nan
Rouge1: 0.1332
Rouge2: 0.0347
Rougel: 0.1064
Rougelsum: 0.1064
Gen Len: 16.5

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: 2
eval_batch_size: 2
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	6	nan	0.1332	0.0347	0.1064	0.1064	16.5
No log	2.0	12	nan	0.1332	0.0347	0.1064	0.1064	16.5
No log	3.0	18	nan	0.1332	0.0347	0.1064	0.1064	16.5
No log	4.0	24	nan	0.1332	0.0347	0.1064	0.1064	16.5

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1