A word from my assistant
RESEARCH INDEX
Papers, tools, and experiments share one index. Every entry keeps a reproducible entry point.
02Efficient inference pipelineMeasurable work on speculative decoding, KV cache, and scheduling.03Reproducible evaluationRolling samples and distribution reports instead of single scores.04Open-source toolingSmall, readable, and easy for someone else to pick up.
I'm Zhiyuan Lin, a PhD candidate working on machine learning systems — I care both about what models can do and how efficiently they run.
Beyond research, I maintain a few small open-source tools, follow the frontier papers, and believe in two things:
- Reproducibility matters more than leaderboards;
- The best system is one you can read through in an afternoon.
Curious about the tools and methods behind my writing and research? See the feature tour — this site itself is the demo.
VISUAL LAB
Tiles support fast scanning; archive cards preserve retired experiments.
2,750 GitHub contributions in the last year
stlin256/OpenHomepage-V2Lightweight, magazine-style static personal homepage generatorastrobilingualgithub-pagesmarkdownpersonal-homepageportfolio
huggingface/transformersState-of-the-art NLP for everyone — infrastructure for reproducing papersaudiodeep-learningdeepseekgemmaglmhacktoberfest
openai/whisperRobust Speech Recognition via Large-Scale Weak Supervision
Frontier Radar
OpenAI
Daybreak for Frontline Defenders: $1B to protect essential servicesOpenAI introduces Daybreak for Frontline Defenders. A $1 billion commitment expands access to frontier cyber AI, traininLegora reviewed 41 documents in minutes with GPT-6 AstraLegora used GPT-6 Astra to review 41 documents in minutes, find all four planted errors, and improve performance by nearPlayco cut manual fixes 50% prototyping games with GPT-6 AstraUsing GPT-6 Astra, Playco built three themed game prototypes from one grey box foundation and reported 50% fewer manualSafety overview: GPT-6 AstraGPT-6 Astra is our most capable broadly deployed model and our first to reach the Critical level of cybersecurity capabiATV Big Air Tour turned 3 days of work into 3 hours with ChatGPTATV Big Air Tour uses ChatGPT Work to speed up marketing, merchandising, and more. It even turned merchandise photos int
Google DeepMind
Hugging Face
量子位
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