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...

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...

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...

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 ...

Cross Entropy idea of fast cross entropy Based on previous knowledge on fast cross-entropy, realizing it by triton doesn’t spend too much. There are only 1e-7 difference between Pytorch and my T...

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...

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 ...

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, ...

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...