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nucleotide-transformer-500m-1000g-finetuned-human-150bp-dna-classification – AI Model by tydymy | AlphaNeural AI
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tydymy
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nucleotide-transformer-500m-1000g-finetuned-human-150bp-dna-classification
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transformers
safetensors
esm
text-classification
generated_from_trainer
InstaDeepAI/nucleotide-transformer-500m-1000g
finetune
cc-by-nc-sa-4.0
autotrain_compatible
endpoints_compatible
us
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nucleotide-transformer-500m-1000g-finetuned-human-150bp-dna-classification
This model is a fine-tuned version of
InstaDeepAI/nucleotide-transformer-500m-1000g
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2793
Accuracy: 0.9411
F1: 0.9411
Precision: 0.9377
Recall: 0.9445
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: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Precision
Recall
0.229
1.0
3125
0.2042
0.9187
0.9203
0.8977
0.9440
0.2019
2.0
6250
0.2176
0.9360
0.9340
0.9590
0.9102
0.0008
3.0
9375
0.2958
0.9397
0.9395
0.9371
0.9420
Framework versions
Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1
