Model Card

README.md

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+# BertHarmon
+
+Research done at Johns Hopkins University by Michael DeLeo![iu-13](logo.jpeg)
+
+Contact: mdeleo2@jh.edu
+
+## Introduction
+
+BertHarmon is a BERT model trained for the task of Chess.
+
+![IMG_0145](chess-example.GIF)
+
+## Sample Usage
+
+```python
+from transformers import pipeline
+task = pipeline('fill-mask', model='BertHarmon')
+task("rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1 White <MOVE_SEP> [MASK]")
+```
+
+The base string consists of the FEN_position followed by the player color and a move seperator. Finally with the [MASK] token. The mask token is the algebraic notation for a chess move to be taken givent the current board state in FEN Notation