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Product

AutoSwitch Translate

Final make this extension, which can automatically switch target language when source language is same with target language.

What surprised me was I only spen half day to program and build this extension, which inspired to do it immediately after have a new idea, this will be the best experience not only for result but also for my satisfaction.

This can save lots of time when using Goole Translate. In addition, I can totally transfer from baidufanyi to Google Translate.

PopTranslate

Found the API used in Google Translate extension and use it in my extension, maybe it's not a nice behavior.

It works well in for five days, hope it works for a long time.

Triton

I want to do more about Triton, here is all what I can think

* rewrite or improve current kernel
    * flash attention
    * cut cross entropy 
    * CE
* analysis time and memory cost of kernel 
    * compare different model and framework [H]
        * Unsloth 
        * Deepseed
        * TensorRT-LLM
        * vLLM
        * Liger-Kernel 
        * Flash-attention 
        * xformers
        * DeepSeek
            * MoE
            * electricity 
            * MLA
            * MTP
            * fp8
    * dimensions
        * fine-tune 
        * inference 
    * improve and test 
* architecture ability
    * cuda 
    * llama.cpp

As a result, I will try Pytroch profiler at first, there will be more thing in it I can do.

In addition, Found a good post about matrix multiplication, try to do it by Triton.

English

Summary

1) Do it as soon as possible after having a new idea.

2) I always travel in a loop between hope and disappointment, maybe this is the life.

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