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rchrdwllm/
BioBERT-Symptom2Disease-42

Name: BioBERT-Symptom2Disease-42
Availability: InStock

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BioBERT-Symptom2Disease-42

This model is a fine-tuned version of thomas-sounack/BioClinical-ModernBERT-base on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 3.56860980172002e-05
train_batch_size: 16
eval_batch_size: 16
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: cosine
lr_scheduler_warmup_steps: 131
num_epochs: 8
label_smoothing_factor: 0.1

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.3518	1.0	132	1.5159	0.5578
0.7346	2.0	264	0.6844	0.9
0.5545	3.0	396	0.6610	0.9044
0.4661	4.0	528	0.5774	0.9378
0.4351	5.0	660	0.5931	0.9289
0.4264	6.0	792	0.5469	0.9511
0.4229	7.0	924	0.5383	0.9578
0.422	8.0	1056	0.5378	0.9556