mlm – AI Model by hamedjahantigh | AlphaNeural AI

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hamedjahantigh/
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: 4.5428

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: 64
eval_batch_size: 8
seed: 42
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
5.9959	10.87	500	5.4385
4.974	21.74	1000	5.0920
4.2917	32.61	1500	4.7598
3.7303	43.48	2000	4.4384
3.2166	54.35	2500	4.3718
2.7673	65.22	3000	4.3775
2.3727	76.09	3500	4.4200
2.029	86.96	4000	4.5428

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.0
Tokenizers 0.15.0