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How I build software quickly

Software is built under time and quality constraints. We want to write good code and have it done quickly. If you go too fast, your work is buggy and hard to maintain. If you go too slowly, nothing gets shipped. I have not mastered this tension, but I’ll share a few lessons I’ve learned. This post focuses on being a developer on a small team, maintaining software over multiple years. It doesn’t focus on creating quick prototypes. And this is only based on my own experience! “How good should t

Topics: code draft rough time ve

VLLM: Easy, Fast, and Cheap LLM Serving with PagedAttention

GitHub | Documentation | Paper LLMs promise to fundamentally change how we use AI across all industries. However, actually serving these models is challenging and can be surprisingly slow even on expensive hardware. Today we are excited to introduce vLLM, an open-source library for fast LLM inference and serving. vLLM utilizes PagedAttention, our new attention algorithm that effectively manages attention keys and values. vLLM equipped with PagedAttention redefines the new state of the art in LL

Apple’s alien thriller Invasion is back for season 3 in August

In season 3, those perspectives collide for the first time, as the series’ main characters are brought together to work as a team on a critical mission to infiltrate the alien mothership. The ultimate apex aliens have finally emerged, rapidly spreading their deadly tendrils across our planet. It will take all our heroes working together, using all their experience and expertise, to save our species. New relationships are formed, old relationship are challenged and even shattered, as our internat