You can deploy this model and start earning money today!

iTroned/
early_fusion_sentiment_False_hate_speech_False_extra_layer_False

Name: early_fusion_sentiment_False_hate_speech_False_extra_layer_False
Availability: InStock

Views

No views yet

early_fusion_sentiment_False_hate_speech_False_extra_layer_False

This model is a fine-tuned version of on an unknown 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: 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: 1000

Training Loss	Epoch	Step	Validation Loss	Accuracy Offensive	F1 Offensive	Accuracy Targeted	F1 Targeted	Accuracy Stance	F1 Stance
0.7681	1.0	1324	0.7393	0.6552	0.5195	0.6545	0.5178	0.7009	0.5777
0.7022	2.0	2648	0.6893	0.6968	0.6191	0.6760	0.5700	0.7009	0.5777
0.6713	3.0	3972	0.6465	0.7421	0.7122	0.7409	0.7131	0.7069	0.5953
0.6392	4.0	5296	0.6254	0.7243	0.6661	0.7372	0.6944	0.7300	0.6556
0.6254	5.0	6620	0.5891	0.7576	0.7240	0.7776	0.7541	0.7492	0.7011
0.6116	6.0	7944	0.5935	0.7323	0.6780	0.7662	0.7308	0.7477	0.6888
0.5938	7.0	9268	0.5659	0.7908	0.7741	0.7874	0.7696	0.7526	0.7155
0.5947	8.0	10592	0.5619	0.7636	0.7292	0.7934	0.7666	0.7640	0.7152
0.5773	9.0	11916	0.5388	0.7689	0.7353	0.8063	0.7817	0.7677	0.7226
0.5692	10.0	13240	0.5339	0.7927	0.7710	0.8055	0.7844	0.7704	0.7275
0.5587	11.0	14564	0.5324	0.8229	0.8144	0.8002	0.7845	0.7625	0.7296
0.5612	12.0	15888	0.5182	0.7957	0.7745	0.8116	0.7890	0.7727	0.7288
0.5513	13.0	17212	0.5166	0.8285	0.8208	0.8108	0.7938	0.7772	0.7413
0.5517	14.0	18536	0.5130	0.8146	0.8015	0.8146	0.7946	0.7772	0.7353
0.5555	15.0	19860	0.5109	0.8267	0.8182	0.8153	0.7967	0.7776	0.7385
0.5304	16.0	21184	0.5160	0.8048	0.7872	0.8142	0.7909	0.7791	0.7336
0.5554	17.0	22508	0.4974	0.8350	0.8265	0.8187	0.7995	0.7825	0.7429
0.5323	18.0	23832	0.5201	0.8040	0.7851	0.8066	0.7820	0.7779	0.7294
0.5408	19.0	25156	0.5029	0.8131	0.7980	0.8146	0.7911	0.7844	0.7370