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sarasarasara/
parsBERT_text_emotion_classification-finetuned-bmd-20250122_113034-LOSO-section-out4

Name: parsBERT_text_emotion_classification-finetuned-bmd-20250122_113034-LOSO-section-out4
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parsBERT_text_emotion_classification-finetuned-bmd-20250122_113034-LOSO-section-out4

This model is a fine-tuned version of Nhoseinnia/parsBERT_text_emotion_classification 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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 11

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall
No log	1.0	3	0.7009	0.6087	0.5750	0.6063	0.6087
No log	2.0	6	0.7005	0.5652	0.5399	0.5499	0.5652
No log	3.0	9	0.7175	0.5652	0.5399	0.5499	0.5652
0.604	4.0	12	0.7366	0.5652	0.5399	0.5499	0.5652
0.604	5.0	15	0.7350	0.5217	0.5043	0.5043	0.5217
0.604	6.0	18	0.7414	0.4783	0.4679	0.4645	0.4783
0.4604	7.0	21	0.7461	0.4783	0.4679	0.4645	0.4783
0.4604	7.3636	22	0.7465	0.4783	0.4679	0.4645	0.4783