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aellxx/
disaster-tweet-5

Name: disaster-tweet-5
Availability: InStock

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disaster-tweet-5

This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment on a Kaggle competition dataset. It achieves the following results on the evaluation set:

More information needed

This model was created for the Natural Language Processing with Disaster Tweets Kaggle competition.

Information about the data can be found here

The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss
0.7065	0.12	12	0.7027
0.7021	0.25	24	0.6997
0.7048	0.38	36	0.6948
0.7025	0.5	48	0.6887
0.683	0.62	60	0.6808
0.6748	0.75	72	0.6715
0.6701	0.88	84	0.6610
0.6564	1.0	96	0.6487
0.6418	1.12	108	0.6341
0.6268	1.25	120	0.6165
0.6362	1.38	132	0.5985
0.5824	1.5	144	0.5776
0.5766	1.62	156	0.5541
0.5417	1.75	168	0.5281
0.5232	1.88	180	0.5064
0.4737	2.0	192	0.4909
0.4479	2.12	204	0.4826
0.456	2.25	216	0.4662
0.4718	2.38	228	0.4541
0.4198	2.5	240	0.4451
0.4333	2.62	252	0.4376
0.4086	2.75	264	0.4337
0.4419	2.88	276	0.4332
0.3857	3.0	288	0.4225
0.3878	3.12	300	0.4188
0.3578	3.25	312	0.4280
0.3562	3.38	324	0.4234
0.4125	3.5	336	0.4147
0.3882	3.62	348	0.4090
0.3751	3.75	360	0.4145
0.3892	3.88	372	0.4077
0.3946	4.0	384	0.4107