jdslim000
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0223_1354

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0223_1354

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

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Safetensors

Model size

486M params

Tensor type

F32

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Base model

InstaDeepAI/nucleotide-transformer-500m-1000g

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Evaluation results

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