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lupobricco/
irony_sarcasm_ita

Name: irony_sarcasm_ita
Availability: InStock

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irony_sarcasm_ita

This model is a fine-tuned version of Musixmatch/umberto-commoncrawl-cased-v1 on the None 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	F1
0.5985	1.0	715	0.6131	0.7955	0.4459
0.2312	2.0	1430	0.8496	0.8196	0.4403
0.0632	3.0	2145	0.8931	0.8402	0.3988
0.0464	4.0	2860	1.0947	0.8402	0.4332
0.015	5.0	3575	1.3966	0.8041	0.4004
0.0174	6.0	4290	1.3359	0.8282	0.4474
0.0102	7.0	5005	1.3382	0.8299	0.3857
0.0011	8.0	5720	1.4105	0.8213	0.4196
0.0098	9.0	6435	1.4673	0.8213	0.4253
0.0057	10.0	7150	1.4211	0.8333	0.4226