Prompt Prompt is the most direct way to influence response, tips for good prompt: Clear instruction about our demand Provide necessary context, role, tone, format guide LLM output reasoning ...

Summary Methods There are two main methods to acclerate LLM and another tricky methods low-rank: reduce dimension of matrix block: compute matrix with block trick: update model structure o...

Project The last month goes fast, because I almost spned all my last month into a new project. Right now, I finish the first relative muture version of the project. Of course, I still realize some...

English proficiency I though I can improve my english ability after staying in english speaking country for some time naturally, this is definitely wrong. English proficiency can be imporved only ...

Introduction PopTranslate is a translation chrome extension, main features: Pop up translated contents immediately after selecting contents without extra click Show english dictionary when sel...

Today is the last day for me in netease, I don’t much as much feeling as that in baidu, on the one hand, I spend much more time in baidu, almose five days, one the other hand, that’s my first job, ...

Copilot-typed GitHub Copilot, cursor, GPT-codex, winsurf, trae are representative products of Copilot-typed tools, their function is to help users complete code automatically when necessary. Of cou...

Gemini-cli Gemini-cli is command line tool supported by Gemini-2.5-pro model, it’s a similar product with Claude-code by Anthropic but free, what’s more, Google open source all code of Gemini-cli ...

How much do LLM memorize? key definition unintended memorization: memorize a specific dataset generalization (intended memorization): contains about the true data-generation pr...

ALL thing are certain in traditional computer technology, some programer say that there are beauty of certainty in traditional computer technology compared with current LLMs. For the influence or ...