flan-t5-base-samsum-spotify-podcasts – AI Model by SiddhanthRaja | AlphaNeural AI

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SiddhanthRaja/
flan-t5-base-samsum-spotify-podcasts

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text2text-generation

generated_from_trainer

philschmid/flan-t5-base-samsum

text-generation-inference

endpoints_compatible

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flan-t5-base-samsum-spotify-podcasts

This model is a fine-tuned version of philschmid/flan-t5-base-samsum on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3026
Rouge1: 0.27
Rouge2: 0.1512
Rougel: 0.2352
Rougelsum: 0.2355
Gen Len: 19.0

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: 2e-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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	233	1.3963	0.2419	0.1266	0.2079	0.2077	19.0
No log	2.0	466	1.3356	0.2637	0.1432	0.2265	0.2263	19.0
1.6496	3.0	699	1.3088	0.2695	0.1491	0.2331	0.2331	19.0
1.6496	4.0	932	1.3026	0.27	0.1512	0.2352	0.2355	19.0

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1