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 # Logion: Machine Learning for Greek Philology
+# (for the most recent model, see: https://huggingface.co/cabrooks/LOGION-50k_wordpiece)
 
-(NOTE!! A MORE RECENT MODEL IS AVAILABLE HERE: https://huggingface.co/cabrooks/LOGION-50k_wordpiece)
-
-The most advanced Ancient Greek BERT model trained to date! Read the paper on [arxiv](https://arxiv.org/abs/2305.01099) by Charlie Cowen-Breen, Creston Brooks, Johannes Haubold, and Barbara Graziosi. 
+Read the paper on [arxiv](https://arxiv.org/abs/2305.01099) by Charlie Cowen-Breen, Creston Brooks, Johannes Haubold, and Barbara Graziosi. 
 
 Originally based on the pre-trained weights and tokenizer made available by Pranaydeep Singh's [Ancient Greek BERT](https://huggingface.co/pranaydeeps/Ancient-Greek-BERT), we train on a corpus of over 70 million words of premodern Greek.