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SeyedAli/
Persian-Text-Emotion-Bert-V1

Name: Persian-Text-Emotion-Bert-V1
Availability: InStock

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Persian Text Emotion Detection

This model is a fine-tuned version of HooshvareLab/bert-base-parsbert-uncased on a custom 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	Precision	Recall	Fscore	Accuracy
No log	1.0	348	0.3054	0.9166	0.9144	0.9136	0.9144
0.5158	2.0	696	0.2551	0.9362	0.9360	0.9359	0.9360
0.1469	3.0	1044	0.3670	0.9283	0.9259	0.9245	0.9259
0.1469	4.0	1392	0.3833	0.9331	0.9317	0.9307	0.9317
0.0453	5.0	1740	0.4241	0.9356	0.9345	0.9342	0.9345
0.0237	6.0	2088	0.3750	0.9441	0.9439	0.9437	0.9439
0.0237	7.0	2436	0.3986	0.9389	0.9388	0.9385	0.9388
0.009	8.0	2784	0.4100	0.9407	0.9403	0.9397	0.9403
0.0053	9.0	3132	0.4005	0.9403	0.9403	0.9401	0.9403
0.0053	10.0	3480	0.3986	0.9410	0.9410	0.9408	0.9410