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t5-finetuned-cnn-dailymail-english – AI Model by kabilanp942 | AlphaNeural AI
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t5-finetuned-cnn-dailymail-english
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transformers
pytorch
tensorboard
t5
text2text-generation
Summarization
generated_from_trainer
cnn_dailymail
apache-2.0
model-index
text-generation-inference
endpoints_compatible
us
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t5-finetuned-cnn-dailymail-english
This model is a fine-tuned version of
t5-small
on the cnn_dailymail dataset. It achieves the following results on the evaluation set:
Loss: 1.8462
Rouge1: 24.8782
Rouge2: 11.9422
Rougel: 20.5616
Rougelsum: 23.445
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: 5.6e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
2.0856
1.0
35890
1.8462
24.8782
11.9422
20.5616
23.445
Framework versions
Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.1
