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soBeauty/
distilbert-base-multilingual-cased-Confusion_mlm-20230608

Name: distilbert-base-multilingual-cased-Confusion_mlm-20230608
Availability: InStock

generated_from_trainer

apache-2.0

autotrain_compatible

endpoints_compatible

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distilbert-base-multilingual-cased-Confusion_mlm-20230608

This model is a fine-tuned version of distilbert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:

Accuracy: 0.6882
Loss: 1.2871

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: 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: 10

Training results

Training Loss	Epoch	Step	Accuracy	Validation Loss
No log	1.0	130	0.6533	1.4298
No log	2.0	260	0.6733	1.2080
No log	3.0	390	0.6554	1.3312
1.4795	4.0	520	0.6495	1.4023
1.4795	5.0	650	0.6105	1.4489
1.4795	6.0	780	0.7175	1.1518
1.4795	7.0	910	0.7214	1.0541
1.3934	8.0	1040	0.7336	1.2016
1.3934	9.0	1170	0.7107	1.1739
1.3934	10.0	1300	0.6882	1.2871

Framework versions

Transformers 4.30.1
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3

soBeauty/distilbert-base-multilingual-cased-Confusion_mlm-20230608

distilbert-base-multilingual-cased-Confusion_mlm-20230608

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

soBeauty/
distilbert-base-multilingual-cased-Confusion_mlm-20230608