modernbert-user-52171 – AI Model by matiashoyl | AlphaNeural AI

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matiashoyl/
modernbert-user-52171

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text-classification

generated_from_trainer

answerdotai/ModernBERT-base

autotrain_compatible

endpoints_compatible

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modernbert-user-52171

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: 0.9702
Accuracy: 0.8621
F1: 0.8520

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
0.4432	1.0	115	0.8276	0.7495	1.1865
0.4228	2.0	230	0.8276	0.7495	0.6812
0.4533	3.0	345	0.8276	0.7495	0.6663
0.4481	4.0	460	0.8276	0.7495	0.5703
0.319	5.0	575	0.8276	0.7495	0.5498
0.3586	6.0	690	0.8190	0.7452	0.5521
0.5034	7.0	805	0.8276	0.7495	0.6048
0.2245	8.0	920	0.8621	0.8520	0.9702
0.083	9.0	1035	0.8362	0.8020	1.1213
0.0271	10.0	1150	0.8534	0.8296	1.0957

Framework versions

Transformers 4.48.0.dev0
Pytorch 2.6.0
Datasets 3.3.1
Tokenizers 0.21.0