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flan-t5-base-samsum – AI Model by Di1 | AlphaNeural AI
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flan-t5-base-samsum
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transformers
t5
text2text-generation
generated_from_trainer
samsum
apache-2.0
model-index
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: 1.3871
Rouge1: 46.7739
Rouge2: 23.1424
Rougel: 39.2473
Rougelsum: 43.0009
Gen Len: 17.2259
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
1.4376
1.0
1842
1.3871
46.7739
23.1424
39.2473
43.0009
17.2259
Framework versions
Transformers 4.28.1
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.11.0
