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nucleotide-transformer-finetuned-lora-NucleotideTransformer – AI Model by Kpps | AlphaNeural AI
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Kpps
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nucleotide-transformer-finetuned-lora-NucleotideTransformer
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peft
safetensors
esm
text-classification
adapter
lora
transformers
InstaDeepAI/nucleotide-transformer-500m-human-ref
cc-by-nc-sa-4.0
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nucleotide-transformer-finetuned-lora-NucleotideTransformer
This model is a fine-tuned version of
InstaDeepAI/nucleotide-transformer-500m-human-ref
on the None dataset. It achieves the following results on the evaluation set:
eval_loss: 0.8526
eval_f1_score: 0.5905
eval_x_ratio_reference: 0.5130
eval_x_ratio_predictions: 0.4583
eval_runtime: 2.9222
eval_samples_per_second: 136.884
eval_steps_per_second: 4.449
epoch: 2.4252
step: 3000
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: 0.0001
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
training_steps: 5000
Framework versions
PEFT 0.16.0
Transformers 4.54.0
Pytorch 2.6.0+cu124
Datasets 4.0.0
Tokenizers 0.21.2
