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pprp/README.md

Hi there 👋 this is pprp

🥳 My name is Peijie Dong, I am a 3rd year Ph.D. student in Data Science and Analytic (DSA) at HKUST(GZ).

My bio 👤 is https://pprp.github.io. 📫 Reach me at wechat: topeijie.

If you find my research direction intriguing or share similar interests, I would be delighted to hear from you. Please don't hesitate to reach out.

Tools

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  1. SimpleCVReproduction SimpleCVReproduction Public

    Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

    Jupyter Notebook 1.2k 311

  2. Pruner-Zero Pruner-Zero Public

    [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs

    Python 92 9

  3. LPZero LPZero Public

    [EMNLP24]LPZero: Language Model Zero-Cost Proxy Search from Zero

    Python 9

  4. ACBench ACBench Public

    [ICML25] Agentic Compression Benchmark (ACBench)

    Python 9 5

  5. STBLLM STBLLM Public

    [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs

    Python 11 1

  6. Awesome-LLM-Prune Awesome-LLM-Prune Public

    Awesome list for LLM pruning.

    Python 256 11