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iTroned/
64_50_mask_no_model

Name: 64_50_mask_no_model
Availability: InStock

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64_50_mask_no_model

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

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The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 8
eval_batch_size: 8
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
num_epochs: 10

Training Loss	Epoch	Step	Validation Loss	Accuracy Offensive	F1 Offensive	Accuracy Targeted	F1 Targeted	Accuracy Stance	F1 Stance
0.5295	1.0	1324	0.3084	0.9535	0.9527	0.9535	0.9311	0.8912	0.8489
0.2312	2.0	2648	0.2146	0.9535	0.9527	0.9535	0.9311	0.8912	0.8489
0.1917	3.0	3972	0.1742	0.9535	0.9527	0.9535	0.9311	0.8912	0.8489
0.1603	4.0	5296	0.1450	0.9535	0.9527	0.9535	0.9311	0.8912	0.8489
0.1354	5.0	6620	0.1236	0.9535	0.9527	0.9535	0.9311	0.8912	0.8593
0.1234	6.0	7944	0.1074	0.9535	0.9527	1.0	1.0	0.8912	0.8593
0.111	7.0	9268	0.0947	0.9535	0.9527	1.0	1.0	0.9233	0.8914
0.1073	8.0	10592	0.0896	0.9535	0.9527	1.0	1.0	0.9233	0.8914
0.1036	9.0	11916	0.0864	0.9535	0.9527	1.0	1.0	0.9233	0.8914
0.0963	10.0	13240	0.0845	0.9535	0.9527	1.0	1.0	0.9233	0.8914