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Product LLM acceleration Almost finish it xiaohongshu start the small business Reading lazy-leadership llm-server ShortMax: fill the space between TikTok and film. HARO shut down: ty...

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Backgroud There are two common kinds of bound which limited the speed of training in deep learning. Memeory-bound: time spent on memeory-access is bottlenecked Computation-bound: time spent o...

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Introduction Inspiration: the change in weights during model adaptation have a low “intrinsic rank” Description: Change small matrices A and B when fine-tune, adding A * B to weight W, which sign...