repo-pretrained-bootstrap
Community一键把预训练示例仓库跑通并固化复现
Software Engineering#uv#repository#reproducibility#inference#pretrained models#model weights#notebook execution
AuthorBeiBei-Clic
Version1.0.0
Installs0
System Documentation
What problem does it solve?
帮你把“带预训练权重或官方示例”的代码仓库从零配置到可复现运行,解决找不到推理入口、依赖不清晰、权重下载与验证步骤缺失的问题。
Core Features & Use Cases
- 定位推理入口与最小验证路径:根据仓库的 notebook/示例脚本/公开接口文件,优先确认最短闭环的运行入口(如 predict/inference/wrapper/模型类实例化位置)。
- 用 uv 规范化环境并完成权重下载与执行验证:为仓库创建虚拟环境、安装依赖、下载官方权重并跑通 notebook/脚本/测试链路进行验证。
- 把可复现命令补回 RUN.md:将最终可复制执行的命令写入 RUN.md(并对 PMLB 扩展统一落到 experiments/pmlb 及结果目录),方便团队跨设备复现。
Quick Start
请你把目标仓库目录及其 RUN.md、示例 notebook/脚本(如 Example.ipynb、demo.ipynb、inference.py、predict.py)提供给我,然后让我用 uv 配环境、下载预训练权重并跑通官方最小示例,最后把可复制的完整复现命令写回 RUN.md。
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: repo-pretrained-bootstrap Download link: https://github.com/BeiBei-Clic/ai-skills/archive/main.zip#repo-pretrained-bootstrap Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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