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Geneformer_ft_BioS73_1kbpHG19_DHSs_H3K27AC_one_shot – AI Model by tanoManzo | AlphaNeural AI
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tanoManzo
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Geneformer_ft_BioS73_1kbpHG19_DHSs_H3K27AC_one_shot
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transformers
safetensors
bert
text-classification
generated_from_trainer
ctheodoris/Geneformer
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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Geneformer_ft_BioS73_1kbpHG19_DHSs_H3K27AC_one_shot
This model is a fine-tuned version of
ctheodoris/Geneformer
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.7589
F1 Score: 0.6061
Precision: 0.4762
Recall: 0.8333
Accuracy: 0.5185
Auc: 0.5417
Prc: 0.4910
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: 1e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 20
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
F1 Score
Precision
Recall
Accuracy
Auc
Prc
0.6429
18.5185
500
0.7589
0.6061
0.4762
0.8333
0.5185
0.5417
0.4910
Framework versions
Transformers 4.46.0.dev0
Pytorch 2.4.1+cu121
Datasets 2.18.0
Tokenizers 0.20.0
