Neural Networks, Gpt, Machine Learning, AI, ChatGPT.
make the training process unstable and unpredictable, leading to difficulty in converging to an optimal solution. This instability can result in erratic parameter updates and make it harder to train RNNs reliably. Gradient-Based Optimization: The presence of vanishing or exploding gradients can