ParvoGPT2 – AI Model by avuhong | AlphaNeural AI

You can deploy this model and start earning money today!

avuhong/
ParvoGPT2

like

0

text-generation

generated_from_trainer

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

output

This model is a fine-tuned version of nferruz/ProtGPT2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6699
Accuracy: 0.7571

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: 1e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 4
total_train_batch_size: 8
total_eval_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	220	3.8564	0.4857
No log	2.0	440	2.7515	0.6096
4.1568	3.0	660	2.2463	0.6780
4.1568	4.0	880	1.9817	0.7152
2.2818	5.0	1100	1.8278	0.7353
2.2818	6.0	1320	1.7313	0.7486
1.8444	7.0	1540	1.6847	0.7553
1.8444	8.0	1760	1.6699	0.7571

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu117
Datasets 2.9.0
Tokenizers 0.13.2