flan-t5-base-samsum – AI Model by Seba213 | AlphaNeural AI

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Seba213/
flan-t5-base-samsum

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text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

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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: 1.3743
Rouge1: 48.562
Rouge2: 25.0327
Rougel: 39.1235
Rougelsum: 45.0049
Gen Len: 36.8362

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.4116	1.0	1842	1.3851	48.539	25.203	39.2261	45.201	36.8753
1.3387	2.0	3684	1.3743	48.562	25.0327	39.1235	45.0049	36.8362
1.3189	3.0	5526	1.3748	48.7279	25.0598	39.1658	45.1284	36.9438

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1