t5-small-finetuned-eli5 – AI Model by Sandipan1994 | AlphaNeural AI

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Sandipan1994/
t5-small-finetuned-eli5

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t5-small-finetuned-eli5

This model is a fine-tuned version of t5-small on the eli5 dataset. It achieves the following results on the evaluation set:

Loss: 3.7275
Rouge1: 9.944
Rouge2: 1.908
Rougel: 8.0145
Rougelsum: 9.2275
Gen Len: 18.9988

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.9806	1.0	17040	3.7726	9.8475	1.872	7.9462	9.1258	18.9972
3.9458	2.0	34080	3.7369	9.9232	1.8981	7.9922	9.2061	18.9988
3.9355	3.0	51120	3.7275	9.944	1.908	8.0145	9.2275	18.9988

Framework versions

Transformers 4.22.2
Pytorch 1.12.1+cu113
Datasets 2.5.1
Tokenizers 0.12.1