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gokuls/
hBERTv1_new_pretrain_48_stsb

Name: hBERTv1_new_pretrain_48_stsb
Availability: InStock

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hBERTv1_new_pretrain_48_stsb

This model is a fine-tuned version of gokuls/bert_12_layer_model_v1_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
2.4091	1.0	45	2.3547	0.1191	0.1028	0.1109
2.0478	2.0	90	2.4073	0.1413	0.1417	0.1415
1.8232	3.0	135	2.2454	0.2345	0.2627	0.2486
1.3631	4.0	180	1.9067	0.4891	0.4765	0.4828
1.2243	5.0	225	2.2429	0.4693	0.4507	0.4600
0.9081	6.0	270	1.7410	0.5250	0.5197	0.5224
0.7373	7.0	315	1.5726	0.5712	0.5660	0.5686
0.5958	8.0	360	1.8736	0.5183	0.5104	0.5143
0.5189	9.0	405	2.2244	0.5154	0.5137	0.5146
0.4191	10.0	450	1.8942	0.5165	0.5105	0.5135
0.3765	11.0	495	1.7040	0.5749	0.5652	0.5700
0.3326	12.0	540	1.7679	0.5656	0.5625	0.5641