NucArg: Antibiotic Resistance Detection
This model is a fine-tuned version of InstaDeepAI/nucleotide-transformer-v2-100m-multi-species on the NucArg dataset. It achieves the following results on the evaluation set:
- Loss: 0.467312
- F1: 0.891351
- Recall: 0.891115
- Precision: 0.893135
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.000025
- train_batch_size: 8
- gradient_accumulation_steps= 8
- eval_batch_size: 64
- seed: 42
- lr_scheduler_type: cosine
- training_epoch: 5
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