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README.md

@@ -1,3 +1,36 @@
----
-license: mit
----
+---
+license: mit
+language:
+- el
+base_model:
+- princeton-logion/LOGION-50k_wordpiece
+pipeline_tag: fill-mask
+---
+
+# Logion Plato model (BERT-based)
+
+[LOGION-50k_wordpiece model](https://huggingface.co/princeton-logion/LOGION-50k_wordpiece) fine-tuned to Platonic texts.
+
+Fine-tuned for mask-filling on a set of 58k+ words (all of Plato's dialogues minus Critias).
+
+## How to use
+
+Requirements:
+
+```python
+pip install transformers
+```
+
+Load the model and tokenizer directly from the HuggingFace Model Hub:
+
+
+```python
+from transformers import BertTokenizer, BertForMaskedLM
+tokenizer = BertTokenizer.from_pretrained("princeton-logion/logion-bert-plato")
+model = BertForMaskedLM.from_pretrained("princeton-logion/logion-bert-plato")  
+```
+
+
+## Cite
+
+If you use this model in your research, please cite the repo.