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lupobricco/
feel_it_finetuned_pro_emit_multilabel

Name: feel_it_finetuned_pro_emit_multilabel
Rating: 2.5 (8 reviews)

generated_from_trainer

MilaNLProc/feel-it-italian-emotion

finetune

autotrain_compatible

endpoints_compatible

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feel_it_finetuned_pro_emit_multilabel

This model is a fine-tuned version of MilaNLProc/feel-it-italian-emotion on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2721
F1: 0.3969
Roc Auc: 0.6350
Accuracy: 0.2715

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Roc Auc	Accuracy
0.3541	1.0	521	0.3107	0.1097	0.5273	0.1787
0.2737	2.0	1042	0.2823	0.2870	0.5859	0.2405
0.2345	3.0	1563	0.2756	0.3665	0.6203	0.2646
0.2089	4.0	2084	0.2786	0.3760	0.6257	0.2715
0.1939	5.0	2605	0.2721	0.3969	0.6350	0.2715

Framework versions

Transformers 4.38.2
Pytorch 2.0.0+cu118
Datasets 2.18.0
Tokenizers 0.15.2

lupobricco/feel_it_finetuned_pro_emit_multilabel

feel_it_finetuned_pro_emit_multilabel

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

lupobricco/
feel_it_finetuned_pro_emit_multilabel