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Abstract: Refinement types can be the vector that brings formal verification into mainstream software development. This happy outcome hinges upon the design and implementation of refinement type ...

Build an LLM from scratch using Modular's MAX platform. This hands-on tutorial teaches transformer architecture through 12 progressive steps, from basic embeddings to text generation.