exp_acha_mluke_base_again – AI Model by LumousInTheWild | AlphaNeural AI

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LumousInTheWild/
exp_acha_mluke_base_again

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text-classification

generated_from_trainer

studio-ousia/mluke-base

autotrain_compatible

endpoints_compatible

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exp_acha_mluke_base_again

This model is a fine-tuned version of studio-ousia/mluke-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1684

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: 1e-05
train_batch_size: 16
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
lr_scheduler_warmup_ratio: 0.2
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.4203	1.0	208	0.4335
0.4144	2.0	416	0.2626
0.2435	3.0	624	0.2097
0.1661	4.0	832	0.2061
0.1921	5.0	1040	0.2021
0.115	6.0	1248	0.1835
0.1205	7.0	1456	0.1695
0.0198	8.0	1664	0.1703
0.0267	9.0	1872	0.1640
0.145	10.0	2080	0.1684

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1