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finetuned-t5-cnn_dailymail – AI Model by pippinnie | AlphaNeural AI

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pippinnie/
finetuned-t5-cnn_dailymail

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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finetuned-t5-cnn_dailymail

This model is a fine-tuned version of google-t5/t5-small on the cnn_dailymail 3.0.0 dataset. It achieves the following results on the evaluation set:

Loss: 2.0404
Rouge1: 33.5809
Rouge2: 16.338
Rougel: 27.0894
Rougelsum: 31.8225
Gen Len: 57.48

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Framework versions

Transformers 4.40.0.dev0
Pytorch 2.2.1
Datasets 2.18.0
Tokenizers 0.15.2