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Thanks vfor your reply. Using gradient-based methods to optimize the model is indeed the best solution. However, after the emergence of LLMS, gradient-based optimization methods require larger memory, so gradient-free...

> > However, after the emergence of LLMS, gradient-based optimization methods require larger memory, so gradient-free methods have emerged to optimize the model ... > > Intriguing! I was not...