You can deploy this model and start earning money today!

iTroned/
early_fusion_sentiment_True_hate_speech_False_extra_layer_True

Name: early_fusion_sentiment_True_hate_speech_False_extra_layer_True
Availability: InStock

Views

No views yet

early_fusion_sentiment_True_hate_speech_False_extra_layer_True

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
0.7892	1.0	1324	0.7635	0.6545	0.5178	0.6545	0.5178	0.7009	0.5777
0.7494	2.0	2648	0.7461	0.6545	0.5178	0.6545	0.5178	0.7009	0.5777
0.7391	3.0	3972	0.7235	0.6545	0.5178	0.6545	0.5178	0.7009	0.5777
0.7189	4.0	5296	0.6960	0.6715	0.5596	0.6677	0.5498	0.7009	0.5777
0.6938	5.0	6620	0.6651	0.7202	0.6650	0.7285	0.6897	0.7009	0.5777
0.6744	6.0	7944	0.6508	0.7062	0.6327	0.7247	0.6734	0.7137	0.6131
0.6576	7.0	9268	0.6229	0.7338	0.6897	0.7568	0.7291	0.7319	0.6745
0.638	8.0	10592	0.6022	0.7481	0.7086	0.7655	0.7390	0.7424	0.6915
0.6208	9.0	11916	0.5916	0.7360	0.6866	0.7715	0.7428	0.7477	0.6957
0.6135	10.0	13240	0.5783	0.7855	0.7648	0.7825	0.7638	0.7511	0.7147
0.5957	11.0	14564	0.5700	0.7870	0.7658	0.7866	0.7665	0.7572	0.7174
0.5988	12.0	15888	0.5549	0.7870	0.7647	0.7927	0.7716	0.7553	0.7137
0.5775	13.0	17212	0.5454	0.7995	0.7820	0.8002	0.7812	0.7591	0.7221
0.5792	14.0	18536	0.5359	0.8078	0.7921	0.8089	0.7887	0.7711	0.7311
0.5803	15.0	19860	0.5277	0.8172	0.8062	0.8108	0.7914	0.7727	0.7348
0.553	16.0	21184	0.5262	0.8089	0.7967	0.8006	0.7806	0.7666	0.7282
0.576	17.0	22508	0.5271	0.8142	0.8017	0.8051	0.7848	0.7700	0.7307
0.5599	18.0	23832	0.5104	0.8161	0.8019	0.8236	0.8008	0.7817	0.7376
0.5544	19.0	25156	0.5319	0.7976	0.7772	0.8036	0.7781	0.7745	0.7259
0.5427	20.0	26480	0.5257	0.8070	0.7898	0.8112	0.7859	0.7795	0.7320