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ST1_modernbert-large_hazard-category_V2 – AI Model by BenPhan | AlphaNeural AI
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BenPhan
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ST1_modernbert-large_hazard-category_V2
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transformers
tensorboard
safetensors
modernbert
text-classification
generated_from_trainer
answerdotai/ModernBERT-large
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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ST1_modernbert-large_hazard-category_V2
This model is a fine-tuned version of
answerdotai/ModernBERT-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.3219
F1: 0.9424
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: 16
eval_batch_size: 8
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.7171
1.0
286
0.3730
0.8750
0.2641
2.0
572
0.3079
0.9201
0.1531
3.0
858
0.2666
0.9324
0.0803
4.0
1144
0.2954
0.9392
0.0353
5.0
1430
0.3219
0.9424
Framework versions
Transformers 4.48.0.dev0
Pytorch 2.4.1+cu121
Datasets 3.1.0
Tokenizers 0.21.0
