Update README.md

README.md

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 ## Model description
 
-`dialochess` is a fine-tuned conversational transformer intended to produce chess-relevant dialogue: move suggestions, commentary, brief explanations of positions, and to play short games against other AIs. The model remains an autoregressive language model (not a dedicated chess engine) and generates text tokens that may include algebraic moves, evaluation phrases, and natural-language commentary.
+`dialochess` is a fine-tuned conversational transformer designed to generate chess-specific dialogue, including move suggestions, commentary, brief positional analyses, and short games against other AIs. While it remains an autoregressive language model (not a dedicated chess engine), it can produce text tokens encompassing algebraic moves, evaluation phrases, and natural-language explanations.
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+After analyzing the training and performance of several models, it was found that DialoGPT can achieve a much higher level of conversational fluency and contextual understanding than its original GPT-2 base. This makes `dialochess` capable of generating more coherent, context-aware, and chess-relevant responses.
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