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  ```
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  ## Limitations
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- The current iteration of ChatMusician predominantly generates music in the style of Irish music, attributable to a significant portion of the dataset being sourced from this genre.
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- The model exhibits hallucinations and faces limitations in supporting open-ended music generation tasks due to the lack of diversity in handcrafted music instructions.
 
 
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  ## Citation
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  If you find our work helpful, feel free to give us a cite.
 
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  ```
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  ## Limitations
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+ - For the music tasks, the model currently only supports strict format and close-ended tasks.
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+ - The model suffers from hallucinations, and shouldn't be used for music education.
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+ - A large proportion of the training data is in the style of Irish music.
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+ - The MusicThoeryBench results reported in the paper are obtained with perplexity mode.
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  ## Citation
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  If you find our work helpful, feel free to give us a cite.