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  • haidian,beijing

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clarachen07/README.md

Hi, I'm Clara Chen 👋

🎓 B.S. candidate in Mathematics & Applied Mathematics
🤖 Interested in LLM reasoning, interpretability, post-training, and quantitative research
🔬 Exploring how language models represent and perform reasoning, with a focus on internal representations and causal mechanisms
📈 Also interested in applying machine learning and LLMs to quantitative finance

Email: clarachen07@foxmail.com

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  1. llm-post-training-pilotllm-post-training-pilotPublic

    Pilot study reproducing four-stage post-training (Base→SFT→DPO→RLVR) behavior on MATH-500 with the Tülu-3-8B series — full evaluation pipeline + results, as groundwork for a planned mechanistic-int…

    Python

  2. typhoon-rainfall-modeltyphoon-rainfall-modelPublic

    Mathematical-modeling project linking typhoon track–intensity–environment to extreme-rainfall structure: storm-relative rainfall metrics, rainfall-field generation for unobserved typhoons (analog t…

    Python

  3. cumcm-2025-sic-thicknesscumcm-2025-sic-thicknessPublic

    2025 全国大学生数学建模竞赛：基于红外反射光谱的半导体外延层厚度反演（MATLAB）

    MATLAB

  4. memory-album-buildermemory-album-builderPublic

    Browser-only builder for personal memory-album websites — upload photos, pick a theme, preview, and export a deployable static-site ZIP. No backend, no accounts; photos stay in the browser.

    TypeScript

  5. limit-of-rlvr-reproductionlimit-of-rlvr-reproductionPublic

    Auditable reproduction of Qwen2.5-7B vs SimpleRL-Zoo on MATH500 for Limit of RLVR (arXiv:2504.13837 v5).

    Python 1

  6. docs-as-codedocs-as-codePublic

    A docs-as-code workflow and reusable toolkit.

    2