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Benson's blog

Enjoy life Internship AI on academic research How AI Will Change the Mobile Ecosystem Look ahead Goodbye 2025 Hacker News to Kindle Another project How to imporve english Introduction of Fraud detection PopTranslate Last day in netease Better idea between Copilot-typed and CLI-typed assistant Gemini-cli LLM Post-Training experience Papers I readed recently about LLM application Difference between LLMs and traditional computer technology GRPO Weekly-#26 AI Application Weekly-#25 AI infra and application Weekly-#24 First week as LLM inference engineer Weekly-#23 seeking job Weekly-#22 2025 New Year Goodbye 2024 Weekly-#20 Breaking of glass Cross Entropy Loss of Triton Weekly-#18 Cross Entropy Loss of Triton Weekly-#17 Triton Puzzles Weekly-#16 AutoBuilder Weekly-#15 Starting of tanble tennis Weekly-#14 Accident in life Weekly-#13 Trying of xiaohongshu Weekly-#12 summary of LLM acceleration Outline of LLM acceleration Weekly-#11 Copilot-type products Weekly-#10 Preparation for next journey Weekly-#9 Startup of YouTube Notes of flash-attention How to learn knowledge in new fields? Weekly-#8 Start Reading Notes of LoRA Acceleration of LLM - Matrix Multiplication Weekly-#8 Summary for two month Weekly-#7 Staying home Weekly-#6 Cost of PopTranslate Weekly-#5 Updating of PopTranslate Validated example of LLM acceleration Weekly-#4 First insight of LLM accelerate Weekly-#3 PopTranslate Weekly-#2 The fail of first product Weekly-#1 First week of indie develop slack迁移discord 雅思备考 2024Q3 中文博客合集 English Diary in May 五一游记 开始休假 离职前的状态 2024-01-01 duckdb 看懂的第一个PR learning english in October learning english in September learning english in August top hack news 收集 大模型调研 自动驾驶的小玩具 旅游 扬州+苏州 small talk of learning english 新年新气象-碎碎念 刷剧 感染新冠 强化学习简介 神经网络解释性 全局的模型无关解释方法合集 社区发现算法概览 图神经网络入门(GNN) 我的第一款 iOS APP AtCoder Beginner Contest 268 人的信息输入方式对比 重叠社区检测 人穷极一生到底在追求什么 重拾生活规划 社区发现算法 - Louvain 《幸福的方法》 读《人类简史》有感 妙峰山骑行 黑客帝国 特征交互 特征工程 累计局部效应图 模型解释性-PDP 模型解释性 Web3 入门科普 总结 2022.4 孪生网络做 query 相似度任务 学习 2022.4 Imagen DeBERTa 读论文 用CNN做query相似度任务
AutoSwitch Translate
Benson · 2025-01-18 · via Benson's blog

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

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* 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

  • Podcast: Do not weel, I need more patience.
  • Read and comment: as above.
  • Books: Read more on first language

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.

This week

  • Triton
  • Update PopTranslate
  • Google translate extension
  • English
  • Exercise

Next week

  • Triton
  • English
  • Reading

This post is licensed under CC BY 4.0 by the author.