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milyiyo/
paraphraser-german-mt5-small

Name: paraphraser-german-mt5-small
Availability: InStock

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paraphraser-german-mt5-small

This model is a fine-tuned version of google/mt5-small on the paws-x (de) and tapaco (de) dataset. It achieves the following results on the evaluation set:

Loss: 1.7678
Perplexity: 5.86

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: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
3.7064	0.05	2000	2.0731
2.8673	0.11	4000	2.0420
2.6133	0.16	6000	2.0080
2.4563	0.21	8000	1.9556
2.385	0.27	10000	1.9090
2.3122	0.32	12000	1.9127
2.2775	0.38	14000	1.8658
2.2323	0.43	16000	1.8407
2.17	0.48	18000	1.8342
2.1672	0.54	20000	1.8328
2.1488	0.59	22000	1.8071
2.1026	0.64	24000	1.8328
2.1036	0.7	26000	1.7979
2.0854	0.75	28000	1.7895
2.0594	0.81	30000	1.7944
2.0793	0.86	32000	1.7726
2.0661	0.91	34000	1.7762
2.0722	0.97	36000	1.7714

Framework versions

Transformers 4.26.0
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2

milyiyo/paraphraser-german-mt5-small

paraphraser-german-mt5-small

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

milyiyo/
paraphraser-german-mt5-small