Claude Model Performance Optimization: Configuration Guide from 20W to 100W

On the Linux technology forum Linux.do, a user posted asking how to configure the Claude model on Cherry devices to achieve 100W performance output. The user mentioned that directly using the ‘claude-sonnet-4-5-20250929’ version only achieves 20W performance, not the expected 100W. This issue involves AI model configuration optimization in specific hardware environments, which may require parameter adjustments or other methods to unlock higher performance. For developers focused on AI technology, chip performance, and cutting-edge applications, this discussion provides valuable practical case studies, helping to understand performance bottlenecks and solutions in actual AI model deployments. Through sharing and exchange, community members can collectively explore how to maximize the potential of AI models.