mt5-small-lower – AI Model by atena77 | AlphaNeural AI

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atena77/
mt5-small-lower

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text2text-generation

generated_from_trainer

google/mt5-small

endpoints_compatible

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mt5-small-lower

This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.2645
Rouge1: 21.3986
Rouge2: 0.0
Rougel: 21.4078
Rougelsum: 21.5242
Gen Len: 14.4947

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.9469	1.0	6877	2.5088	21.3986	0.0	21.4078	21.5242	10.4989
2.6632	2.0	13754	2.3772	21.3986	0.0	21.4078	21.5242	14.1979
2.5438	3.0	20631	2.3055	21.3986	0.0	21.4078	21.5242	14.1095
2.5355	4.0	27508	2.2747	21.3986	0.0	21.4078	21.5242	14.3832
2.4597	5.0	34385	2.2645	21.3986	0.0	21.4078	21.5242	14.4947

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1