mlm – AI Model by amir320 | AlphaNeural AI

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amir320/
mlm

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mlm

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

Loss: 4.3597

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: 0.0001
train_batch_size: 128
eval_batch_size: 8
seed: 42
distributed_type: tpu
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 200

Training results

Training Loss	Epoch	Step	Validation Loss
5.4446	21.74	500	5.1548
4.3678	43.48	1000	4.5766
3.5217	65.22	1500	4.4270
2.8576	86.96	2000	4.1846
2.3293	108.7	2500	4.1929
1.9168	130.43	3000	4.3580
1.609	152.17	3500	4.3902
1.4018	173.91	4000	4.3795
1.2788	195.65	4500	4.3597

Framework versions

Transformers 4.35.2
Pytorch 2.0.0+cu117
Datasets 2.15.0
Tokenizers 0.15.0