Knowledge Base Picks - January 29, 2025
The basic terms related to DeepSeek, explaining its reasons for saving money, including efficient hardware use, innovative training methods, efficient model compression, avoiding invalid attempts, etc., and also mentioning cost comparisons and innovative distillation techniques. Then the distillation working principle is described in detail from the core idea, the way of technology implementation (knowledge representation, temperature regulation), the training process (basic flow, key points), DeepSeek's innovation and the reason of effectiveness (information compression, probability distribution learning, generalization ability), etc.