output – AI Model by akash2212 | AlphaNeural AI

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output

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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output

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

Loss: 2.5639
Rouge1: 0.1372
Rouge2: 0.0474
Rougel: 0.1123
Rougelsum: 0.1125
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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8673	0.1296	0.0367	0.1074	0.1074	19.0
No log	2.0	124	2.6480	0.1377	0.0469	0.1135	0.1137	19.0
No log	3.0	186	2.5819	0.1368	0.0477	0.1121	0.1123	19.0
No log	4.0	248	2.5639	0.1372	0.0474	0.1123	0.1125	19.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.15.0