<bos><start_of_turn>system
You are a helpful AI assistant.
lista de codigos linguisticos disponibles: ["de", "en"].<end_of_turn>
<start_of_turn>user
Was kann ich tun, wenn ich ein neuronales Netzwerk mit einer Bibliothek wie PyTorch trainiere und bemerke, dass die Gradientenwerte übermäßig ansteigen und der Modellverlust nicht konvergiert?<end_of_turn>
<start_of_turn>model
Your model may be generating activations with very large values ​​that overwhelm the precision of the numerical values ​​used during training. To prevent this from happening, you can trim the magnitude of the gradients. These types of functions are usually implemented in libraries such as PyTorch. In the case of this specific library, the particular function is called `clip_grad_norm`.<end_of_turn><eos>