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Product LocalPictureCompress Spent whole one day to build LocalPictureCompress, really enjoy the monent when I publish it. Try AI code assistants continue: open source product, supports OpenA...

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Product LLM acceleration read one paper Flash-attention: compute attention by blocks YouTube Upload five videos this week and start to try codeforces problems. Codeforces problems always c...

这是一篇突如其来的中文稿，原因下述 时间线 2023.12 申请学校 2024.4 收到offer 2024.5 递交签证 2024.8 申请学校延期 2024.10 opr（下签） 下签 从五月递签开始，每天都在盼下签，特别是在8月临近开学的时候，每天要去看机票价格又涨了多少，觉得说不定第二天就下了。 直到最后提交延期申请。 八月底的时候，终于考过了雅思，...

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...

Background After read “Manual Autograd” in unsloth’s blog, I try to parse model and found more related point where we can optimize. torchview is a great similar tool to use. torchview what torc...