README.md

metadata

base_model: InstaDeepAI/nucleotide-transformer-v2-100m-multi-species
tags:
  - generated_from_trainer
metrics:
  - f1
model-index:
  - name: vedantM/NucArg_ShortRead
    results: []

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: 0.675450
• F1: 0.823285
• Recall: 0.824769
• Precision: 0.822969

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.000025
• train_batch_size: 32
• gradient_accumulation_steps= 8
• eval_batch_size: 32
• seed: 42
• lr_scheduler_type: linear
• training_epoch: 4