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gokuls/
add_BERT_48_stsb

Name: add_BERT_48_stsb
Availability: InStock

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add_BERT_48_stsb

This model is a fine-tuned version of gokuls/add_bert_12_layer_model_complete_training_new_48 on the GLUE STSB 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	Pearson	Spearmanr	Combined Score
2.3047	1.0	45	2.9668	0.0943	0.0857	0.0900
2.1213	2.0	90	2.5339	0.1279	0.0928	0.1104
1.9666	3.0	135	2.2189	0.2727	0.2634	0.2681
1.636	4.0	180	2.6526	0.3479	0.3438	0.3459
1.1382	5.0	225	2.1790	0.4250	0.4209	0.4229
0.7856	6.0	270	2.3985	0.4820	0.5071	0.4946
0.5806	7.0	315	1.7992	0.5140	0.5093	0.5117
0.4372	8.0	360	1.7022	0.5286	0.5238	0.5262
0.3305	9.0	405	2.1792	0.5342	0.5367	0.5355
0.2799	10.0	450	1.7458	0.5254	0.5218	0.5236
0.2292	11.0	495	1.8574	0.5459	0.5466	0.5462
0.1945	12.0	540	1.7717	0.5571	0.5572	0.5571
0.1809	13.0	585	2.2290	0.5158	0.5209	0.5184