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GoldenSection0618/README.md

Lihan YANG (杨立晗)

Software Engineering undergraduate at Wuhan University of Technology.
Incoming M.S. student at Wuhan University, starting in 2027.

Interested in LLM training and post-training, with a secondary focus on LLM systems and prior research experience in AI for Science.

GitHub · LinkedIn · Email

Research Interests

  • LLM Training & Post-training: language model training, reasoning, alignment, and model capability improvement.
  • LLM Systems: efficient LLM inference and serving, with a focus on memory management, caching, scheduling, and runtime efficiency.

Current Work

Hands-on study of language model training, post-training, and architecture through reproducible experiments.

Studying caching, I/O, and scheduling for modern LLM serving systems.

Technical Stack

PyTorch · Transformers · vLLM · SGLang · Slurm · OpenCL

Pinned Loading

  1. LLM-learning LLM-learning Public

    面向初学者的 LLM 训练、后训练、蒸馏与架构迁移自学计划

    Jupyter Notebook 1

  2. strata-modern-kv strata-modern-kv Public

    Reproducing and re-evaluating Strata’s hierarchical KV cache and scheduling mechanisms on modern hybrid-attention LLMs and current GPU platforms.

  3. mini-agent-tooluse-benchmark mini-agent-tooluse-benchmark Public

    A small-scale benchmark for evaluating LLM agent tool-use protocol compliance, latency, failure modes, and guardrail behavior with deterministic mock tools and trace-based oracle checks.

    Python 2

  4. cellseg-robustness-diagnostic cellseg-robustness-diagnostic Public

    Diagnostic mini-benchmark for out-of-the-box and supervised robustness in microscopy cell instance segmentation.

    Python