modernbert-user-22606 – AI Model by matiashoyl | AlphaNeural AI

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matiashoyl/
modernbert-user-22606

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text-classification

generated_from_trainer

answerdotai/ModernBERT-base

autotrain_compatible

endpoints_compatible

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modernbert-user-22606

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

Loss: 0.6088
Accuracy: 0.7129
F1: 0.6982

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Accuracy	F1	Validation Loss
0.7432	1.0	100	0.6436	0.5040	0.8100
0.6533	2.0	200	0.7129	0.6982	0.6088
0.6041	3.0	300	0.6832	0.6496	0.7113
0.5993	4.0	400	0.5149	0.5007	0.8656
0.4852	5.0	500	0.5149	0.5247	1.4321
0.4127	6.0	600	0.5941	0.5974	1.5020
0.373	7.0	700	0.5248	0.5341	1.8597
0.2959	8.0	800	0.5743	0.5828	1.9105
0.1924	9.0	900	0.5743	0.5828	2.0918
0.2129	10.0	1000	0.5743	0.5828	2.1363

Framework versions

Transformers 4.48.0.dev0
Pytorch 2.6.0
Datasets 3.3.1
Tokenizers 0.21.0