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gokuls/
hbertv1-emotion_48_w_in

Name: hbertv1-emotion_48_w_in
Availability: InStock

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hbertv1-emotion_48_w_in

This model is a fine-tuned version of gokuls/bert_12_layer_model_v1_complete_training_new_wt_init_48 on the emotion dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.0102	1.0	250	0.4792	0.851
0.3521	2.0	500	0.3127	0.8865
0.253	3.0	750	0.2367	0.903
0.1971	4.0	1000	0.2950	0.897
0.1583	5.0	1250	0.2996	0.903
0.1309	6.0	1500	0.3117	0.9035
0.1045	7.0	1750	0.3571	0.9
0.0807	8.0	2000	0.4043	0.9035
0.0623	9.0	2250	0.4096	0.9085
0.0486	10.0	2500	0.4619	0.9065