You can deploy this model and start earning money today!

sureshk666/
nucleotide-transformer-finetuned-lora-NucleotideTransformer

Name: nucleotide-transformer-finetuned-lora-NucleotideTransformer
Availability: InStock

Views

No views yet

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:

More information needed

More information needed

More information needed

The following hyperparameters were used during training:

learning_rate: 0.0005
train_batch_size: 8
eval_batch_size: 64
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: 1000

Training Loss	Epoch	Step	Validation Loss	F1 Score
0.6471	0.0158	100	0.3372	0.8961
0.3843	0.0316	200	0.2311	0.9029
0.3449	0.0474	300	0.2503	0.9145
0.3466	0.0632	400	0.2059	0.9211
0.2615	0.0790	500	0.2347	0.9281
0.295	0.0948	600	0.2221	0.9199
0.272	0.1107	700	0.2228	0.9303
0.2507	0.1265	800	0.2339	0.9226
0.2356	0.1423	900	0.2088	0.9388
0.1854	0.1581	1000	0.2358	0.9363