Keys and Caches

Keys and Caches offers an automatic profiling solution designed specifically for AI models, enabling developers to gain detailed insights into every PyTorch model inference with minimal effort. By integrating a simple decorator or a single line of code, users can instantly profile their AI models in under 60 seconds, capturing critical performance metrics and resource usage during each forward pass. This streamlined approach helps optimize model efficiency, identify bottlenecks, and improve deployment readiness without the need for complex instrumentation. Keys and Caches is ideal for AI researchers, engineers, and teams looking to accelerate their development cycles by quickly understanding model behavior and performance characteristics. The platform also provides a generous free tier, including 10 hours of free profiling for new signups, making it accessible for experimentation and early-stage projects. With a focus on ease of use, automation, and actionable insights, Keys and Caches empowers AI practitioners to enhance model performance and reliability effortlessly.