0223_1401

This model is a fine-tuned version of InstaDeepAI/nucleotide-transformer-500m-1000g on the None dataset.

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: 0.0005
• train_batch_size: 2
• eval_batch_size: 8
• seed: 224
• gradient_accumulation_steps: 80
• total_train_batch_size: 160
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_steps: 100
• num_epochs: 2

Training results

Framework versions

• Transformers 4.37.0
• Pytorch 1.12.1+cu113
• Datasets 2.17.1
• Tokenizers 0.15.1