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DienQuocHuy/
TextGraphFuseGAT-PhoNER-Covid19

Name: TextGraphFuseGAT-PhoNER-Covid19
Availability: InStock

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TextGraphFuseGAT-PhoNER-Covid19

This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 3e-05
train_batch_size: 8
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	79	1.7504	0.2653	0.0017	0.0035	0.7490
No log	2.0	158	1.7017	0.0	0.0	0.0	0.7486
No log	3.0	237	1.6819	0.0	0.0	0.0	0.7493
No log	4.0	316	1.4227	0.6283	0.1598	0.2548	0.7835
No log	5.0	395	1.1841	0.4963	0.2854	0.3624	0.8123