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flan-t5-base-samsum – AI Model by klaylouis1932 | AlphaNeural AI
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flan-t5-base-samsum
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transformers
pytorch
t5
text2text-generation
generated_from_trainer
samsum
google/flan-t5-base
finetune
apache-2.0
model-index
text-generation-inference
endpoints_compatible
us
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flan-t5-base-samsum
This model is a fine-tuned version of
google/flan-t5-base
on the samsum dataset. It achieves the following results on the evaluation set:
Loss: 1.3878
Rouge1: 46.7225
Rouge2: 23.133
Rougel: 39.2958
Rougelsum: 42.9013
Gen Len: 17.2784
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: 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
Gen Len
1.4498
1.0
1842
1.3878
46.7225
23.133
39.2958
42.9013
17.2784
Framework versions
Transformers 4.34.0
Pytorch 2.1.0+cu121
Datasets 2.14.5
Tokenizers 0.14.1
