podcast_summarizer – AI Model by mouazc | AlphaNeural AI

You can deploy this model and start earning money today!

mouazc/
podcast_summarizer

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

podcast_summarizer

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

Loss: 2.0561
Rouge1: 0.1789
Rouge2: 0.0758
Rougel: 0.1481
Rougelsum: 0.148
Gen Len: 18.9721

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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	179	2.1762	0.1641	0.0624	0.1343	0.1341	18.9721
No log	2.0	358	2.0951	0.1751	0.0725	0.1448	0.1446	18.9721
2.3695	3.0	537	2.0660	0.1789	0.0757	0.1481	0.1479	18.9721
2.3695	4.0	716	2.0561	0.1789	0.0758	0.1481	0.148	18.9721

Framework versions

Transformers 4.46.3
Pytorch 2.5.1+cu121
Tokenizers 0.20.3