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zhiminzhang0830/README.md

Hi there, I'm zhimin 👋

python PaddlePaddle PyTorch Docker Git GitHub shell Visitors


Building with LLMs — From Prompt Engineering to Agent Systems & Model Training

👦🏻 About me

  • 🔭 Career: AI-Native Engineer

  • 🔧 Focus: AI Agent · Deep Learning · OCR · AI for Science

  • 👯 Organization: PaddleMaterials · PaddlePaddle · PaddleScience Contributor

  • Fun fact: 调一天 bug 不如改一句 Prompt,改一句 Prompt 不如重开一个会话。


🚀 Featured Repositories

🧠 Agent

  • CiCiAgent - A minimal, hackable coding agent for your terminal — ~9k lines of Python, multi-provider, with real tools, sub-agents, MCP, and a Textual TUI.
  • ReasoningBank - A standalone, minimal implementation of the Reasoning Bank algorithm — with optional MaTTS (Memory-aware Test-Time Scaling) parallel scaling — in a single runnable script.

🔬 Diffusion & VAE

  • VAE - Minimal Implementation of a VAE(Variational Autoencoder) with PaddlePaddle.
  • D3PM - Minimal Implementation of Discrete Denoising Diffusion Probabilistic Model (D3PM) with PaddlePaddle.

🔍 OCR


🌱 Blogs

  • Pareto Optimality — 从帕累托最优到帕累托前沿:效用函数在多目标决策中的核心作用
  • Conformal Prediction - 你的模型说自己 99% 准,凭什么?——聊聊 Conformal Prediction

📊 GitHub Stats

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  1. CiCiAgent CiCiAgent Public

    A minimal, hackable coding agent for your terminal — ~9k lines of Python, multi-provider, with real tools, sub-agents, MCP, and a Textual TUI.

    Python 1

  2. PaddlePaddle/PaddleMaterials PaddlePaddle/PaddleMaterials Public

    PaddleMaterials is a data-mechanism dual-driven, foundation model development and deployment, end to end toolkit based on PaddlePaddle deep learning framework for materials science.

    Python 117 41

  3. ReasoningBank ReasoningBank Public

    A standalone, minimal implementation of the Reasoning Bank algorithm — with optional MaTTS (Memory-aware Test-Time Scaling) parallel scaling — in a single runnable script.

    Python 1

  4. D3PM_Paddle D3PM_Paddle Public

    Minimal Implementation of Discrete Denoising Diffusion Probabilistic Model (D3PM) with PaddlePaddle

    Python 1

  5. FCENet_Paddle FCENet_Paddle Public

    Python 12

  6. VAE_Paddle VAE_Paddle Public

    Minimal Implementation of a VAE(Variational Autoencoder) with PaddlePaddle

    Python 1