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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 AutoSwitch Translate 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 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
Weekly-#12 summary of LLM acceleration
Benson · 2024-11-19 · via Benson's blog

Product

LLM acceleration

Almost finish it

xiaohongshu

start the small business

Reading

Thought

Tips about how to use LLM

Ensuring accuracy of AI-Generated contents is always challenging, running codes to check if it’s right is a common method in coding field.

This works at least in competitive programming contest, if the solution is not corrent, we can feed in with corresponding test case, which will help it to correct the answer. More important, there is a 100 percent correct test cases system for the problem, which make AI works all the time.

Taking this in the true world, All we need to are how to evaluate the work.

Book - project manager methodology

Anything existing must be reasonable, almost everythink has its reason.

There should be a methodology for everythink, because even building product have one.

Zootopia

sloth is so cute.

The world is a simplified animals world, with small differences. Some people will go to zootopia, other will stay in rabbit town.

Lobste.rs

Asking for several days, finally got one invitation. This blog definitely contribute more for it. Power of personal product.

Summary of this week

Read more, Do more, Think less

This week

  • Youtube videos: 6
  • LLM acceleration: almost finished
  • Reading and Writing
  • Exercise: 2
  • New project: xiaohongshu

Next week

  • Youtube
  • LLM acceleration
  • Reading and Writing
  • Exercise
  • New project: xiaohongshu
  • work visa

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