Research

Surveys & Presentations

Awesome LLM Research

Awesome o1 First-Hand Details

Awesome LLM Inference

[Brief Survey] Process Supervision

[Presentation] Scalable Oversight & Weak-to-Strong Generalizaiton

[Presentation] Data-Constrained Scaling Laws

Themed Paper Lists

Experiments

Scaling up k in Pass@k on MATH500 sees ex-high pass rate

“Ex-hard” math problems that LLMs fail to solve with up to thousands of trials

Evaluate reward models on multi-choice benchmarks

Academia

如何选择导师 How to select advisor

旧清华树洞：MSCS 申请经验

Learning

用 Anki 学英语

Life