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README.md

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<p align="center">
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<picture>
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<source media="(prefers-color-scheme: dark)" srcset="https://github.com/ITcarrot/RoundPipe/raw/main/docs/assets/banner.dark.svg">
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<source media="(prefers-color-scheme: light)" srcset="https://github.com/ITcarrot/RoundPipe/raw/main/docs/assets/banner.light.svg">
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<img src="https://github.com/ITcarrot/RoundPipe/raw/main/docs/assets/banner.light.svg" alt="RoundPipe Banner" width="400">
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<source media="(prefers-color-scheme: dark)" srcset="https://github.com/thustorage/RoundPipe/raw/main/docs/assets/banner.dark.svg">
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<source media="(prefers-color-scheme: light)" srcset="https://github.com/thustorage/RoundPipe/raw/main/docs/assets/banner.light.svg">
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<img src="https://github.com/thustorage/RoundPipe/raw/main/docs/assets/banner.light.svg" alt="RoundPipe Banner" width="400">
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</picture>
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</p>
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<p align="center">
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<a href="https://pypi.org/project/roundpipe/"><img src="https://img.shields.io/pypi/v/roundpipe.svg" alt="PyPI"></a>
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<a href="https://pypi.org/project/roundpipe/"><img src="https://img.shields.io/pypi/pyversions/roundpipe.svg" alt="Python"></a>
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<a href="https://github.com/ITcarrot/RoundPipe/blob/main/COPYING.LESSER"><img src="https://img.shields.io/badge/license-LGPL--3.0-blue.svg" alt="License"></a>
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<a href="https://github.com/thustorage/RoundPipe/blob/main/COPYING.LESSER"><img src="https://img.shields.io/badge/license-LGPL--3.0-blue.svg" alt="License"></a>
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<a href="https://github.com/psf/black"><img src="https://img.shields.io/badge/code%20style-black-000000.svg" alt="Code style: black"></a>
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<a href="https://clang.llvm.org/docs/ClangFormat.html"><img src="https://img.shields.io/badge/code%20style-clang--format-blue.svg" alt="Code style: clang-format"></a>
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<a href="https://linux.do" alt="LINUX DO">
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</p>
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<p align="center">
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<a href="https://itcarrot.github.io/RoundPipe/">Documentation</a> ·
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<a href="https://itcarrot.github.io/RoundPipe/zh">中文文档</a> ·
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<a href="https://thustorage.github.io/RoundPipe/">Documentation</a> ·
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<a href="https://thustorage.github.io/RoundPipe/zh">中文文档</a> ·
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<a href="#benchmarks">Benchmarks</a> ·
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<a href="https://github.com/ITcarrot/RoundPipe/tree/main/example">Examples</a>
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<a href="https://github.com/thustorage/RoundPipe/tree/main/example">Examples</a>
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</p>
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---
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### Examples
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See the [`example/`](https://github.com/ITcarrot/RoundPipe/tree/main/example) directory for interactive jupyter notebook.
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See the [`example/`](https://github.com/thustorage/RoundPipe/tree/main/example) directory for interactive jupyter notebook.
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## Documentation
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Full documentation is available at **[itcarrot.github.io/RoundPipe](https://itcarrot.github.io/RoundPipe/)**.
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Full documentation is available at **[thustorage.github.io/RoundPipe](https://thustorage.github.io/RoundPipe/)**.
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中文文档请访问 **[itcarrot.github.io/RoundPipe/index.zh.html](https://itcarrot.github.io/RoundPipe/zh)**
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中文文档请访问 **[thustorage.github.io/RoundPipe/zh](https://thustorage.github.io/RoundPipe/zh)**
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## License
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docs/UserGuide/QuickStart/installation.en.md

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## Install from Source
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```bash
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git clone https://github.com/ITcarrot/RoundPipe.git
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git clone https://github.com/thustorage/RoundPipe.git
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cd RoundPipe
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pip install -e .
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```

docs/UserGuide/QuickStart/installation.zh.md

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## 源码安装
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```bash
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git clone https://github.com/ITcarrot/RoundPipe.git
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git clone https://github.com/thustorage/RoundPipe.git
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cd RoundPipe
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pip install -e .
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```

docs/UserGuide/QuickStart/qwen3_nekoqa.en.md

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# Fine-Tune Qwen3-1.7B
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!!! tip "Interactive Notebook"
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Run this example yourself: [qwen3_nekoqa.en.ipynb](https://github.com/ITcarrot/RoundPipe/blob/main/example/qwen3_nekoqa.en.ipynb)
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Run this example yourself: [qwen3_nekoqa.en.ipynb](https://github.com/thustorage/RoundPipe/blob/main/example/qwen3_nekoqa.en.ipynb)
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This tutorial shows how to use **RoundPipe** to fully fine-tune Qwen3-1.7B on the catgirl dialogue dataset [liumindmind/NekoQA-10K](https://huggingface.co/datasets/liumindmind/NekoQA-10K), then preview the model's generation quality after training.
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docs/UserGuide/QuickStart/qwen3_nekoqa.zh.md

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# 微调 Qwen3-1.7B
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!!! tip "交互式 Notebook"
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自己动手试试: [qwen3_nekoqa.zh.ipynb](https://github.com/ITcarrot/RoundPipe/blob/main/example/qwen3_nekoqa.zh.ipynb)
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自己动手试试: [qwen3_nekoqa.zh.ipynb](https://github.com/thustorage/RoundPipe/blob/main/example/qwen3_nekoqa.zh.ipynb)
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本教程演示如何使用 **RoundPipe** 在猫娘对话 [liumindmind/NekoQA-10K](https://huggingface.co/datasets/liumindmind/NekoQA-10K) 数据集上全参微调 Qwen3-1.7B,训练完成后展示模型的生成效果。
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docs/UserGuide/QuickStart/resnet_cifar100.en.md

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# Train a Custom Model
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!!! tip "Interactive Notebook"
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Run this example yourself: [resnet_cifar100.en.ipynb](https://github.com/ITcarrot/RoundPipe/blob/main/example/resnet_cifar100.en.ipynb)
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Run this example yourself: [resnet_cifar100.en.ipynb](https://github.com/thustorage/RoundPipe/blob/main/example/resnet_cifar100.en.ipynb)
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This tutorial shows how to train a custom ResNet on CIFAR-100 with **RoundPipe** from scratch.
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docs/UserGuide/QuickStart/resnet_cifar100.zh.md

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# 训练自定义模型
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!!! tip "交互式 Notebook"
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自己动手试试: [resnet_cifar100.zh.ipynb](https://github.com/ITcarrot/RoundPipe/blob/main/example/resnet_cifar100.zh.ipynb)
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自己动手试试: [resnet_cifar100.zh.ipynb](https://github.com/thustorage/RoundPipe/blob/main/example/resnet_cifar100.zh.ipynb)
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本教程演示如何使用 **RoundPipe** 在 CIFAR-100 数据集上从零训练一个自定义的 ResNet。
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mkdocs.yml

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site_name: RoundPipe
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site_url: https://itcarrot.github.io/RoundPipe/
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repo_url: https://github.com/ITcarrot/RoundPipe/
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site_url: https://thustorage.github.io/RoundPipe/
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repo_url: https://github.com/thustorage/RoundPipe/
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nav:
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- Home: index.md
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- User Guide:

setup.cfg

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description = Large DNNs training framework for consumer GPUs
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long_description = file: README.md
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long_description_content_type = text/markdown
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url = https://itcarrot.github.io/RoundPipe
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url = https://thustorage.github.io/RoundPipe
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license = LGPL-3.0
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classifiers =
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Programming Language :: Python :: 3

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