mt5-small-finetuned-amazon-en-es – AI Model by ujkim98 | AlphaNeural AI

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mt5-small-finetuned-amazon-en-es

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text2text-generation

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mt5-small-finetuned-amazon-en-es

This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.7922
Rouge1: 18.97
Rouge2: 7.0348
Rougel: 17.6971
Rougelsum: 17.882

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: 5.6e-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: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
11.9457	1.0	151	4.4346	5.986	1.1429	5.9458	5.7994
5.4958	2.0	302	3.4869	7.1658	1.8822	7.2823	7.1334
4.4559	3.0	453	3.1252	8.5582	1.605	8.3697	8.302
4.0657	4.0	604	2.9205	10.6565	3.4667	10.4793	10.3928
3.828	5.0	755	2.8419	18.3545	6.8241	17.013	17.3331
3.6794	6.0	906	2.8178	18.6777	7.0318	17.2025	17.3807
3.6205	7.0	1057	2.7984	18.8984	7.0004	17.4826	17.7813
3.5711	8.0	1208	2.7922	18.97	7.0348	17.6971	17.882

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3