init_modernbert-llm-router – AI Model by ariansyahdedy | AlphaNeural AI

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ariansyahdedy/
init_modernbert-llm-router

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text-classification

generated_from_trainer

google-bert/bert-base-uncased

autotrain_compatible

endpoints_compatible

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init_modernbert-llm-router

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

Loss: 0.0449
F1: 0.9919

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: 128
eval_batch_size: 64
seed: 42
optimizer: Use 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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.0851	1.0	120	0.0268	0.9901
0.0198	2.0	240	0.0369	0.9903
0.0104	3.0	360	0.0423	0.9915
0.0028	4.0	480	0.0452	0.9919
0.0006	5.0	600	0.0449	0.9919

Framework versions

Transformers 4.48.0.dev0
Pytorch 2.5.1+cu124
Datasets 3.1.0
Tokenizers 0.21.0