readme: DeBERTa trained from scratch
  
  continued training from https://huggingface.co/mikesong724/deberta-wiki-2006
  
  Source data: https://dumps.wikimedia.org/archive/2010/
  
  Tools used: https://github.com/mikesong724/Point-in-Time-Language-Model
  
  2010 wiki archive 6.1 GB             trained 18 epochs = 108GB + 2006 (65GB)
  
  GLUE benchmark
  
  	cola (3e): matthews corr: 0.3640
  	
  	sst2 (3e): acc: 0.9106
  	
  	mrpc (5e): F1: 0.8505, acc: 0.7794
  	
  	stsb (3e): pearson: 0.8339, spearman: 0.8312
  	
  	qqp (3e): acc: 0.8965, F1: 0.8604
  	
  	mnli (3e): acc_mm: 0.8023
  	
  	qnli (3e): acc: 0.8889
  	
  	rte (3e): acc: 0.5271										
  	
  	wnli (5e): acc: 0.3380