bart-large-cnn-spotify-podcasts – AI Model by SiddhanthRaja | AlphaNeural AI

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SiddhanthRaja/
bart-large-cnn-spotify-podcasts

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text2text-generation

generated_from_trainer

facebook/bart-large-cnn

endpoints_compatible

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bart-large-cnn-spotify-podcasts

This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3282
Rouge1: 0.5073
Rouge2: 0.3354
Rougel: 0.4104
Rougelsum: 0.4098
Gen Len: 82.5021

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	1.2600	0.4886	0.3178	0.3942	0.3939	90.6652
No log	2.0	466	1.2273	0.4993	0.326	0.4012	0.4015	92.4077
1.0674	3.0	699	1.2512	0.5104	0.3406	0.4149	0.4148	84.0215
1.0674	4.0	932	1.3282	0.5073	0.3354	0.4104	0.4098	82.5021

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1