Thinking Machines Lab has released Inkling, its first general-purpose artificial intelligence model, giving developers access ...

Abstract: Classifying skin diseases from images is a demanding computer vision task due to high inter-class similarity and limited availability of well-annotated dermatological datasets. While ...

Autocomp is a portable, extensible framework for LLM-driven kernel optimization across tensor accelerators. Point it at a kernel, pick your hardware target, and Autocomp speeds it up, automatically.

Abstract: Performing hyperparameter tuning in federated learning is often prohibitively expensive due to the substantial communication overhead associated with training a single configuration, ...