| --- |
| base_model: InstaDeepAI/nucleotide-transformer-v2-100m-multi-species |
| tags: |
| - generated_from_trainer |
| metrics: |
| - f1 |
| model-index: |
| - name: vedantM/NucArg_LongRead |
| results: [] |
| --- |
| |
| # NucArg: Antibiotic Resistance Detection |
|
|
| This model is a fine-tuned version of [InstaDeepAI/nucleotide-transformer-v2-100m-multi-species](https://huggingface.co/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 |
|
|
|
|
