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docs: add Simplified Chinese translation (README.zh.md) - #4892

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docs: add Simplified Chinese translation (README.zh.md)#4892
JasonYeYuhe wants to merge 1 commit into
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JasonYeYuhe:localization/add-chinese-readme

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@JasonYeYuhe

@JasonYeYuhe JasonYeYuhe commented Sep 13, 2026

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Summary

This PR adds a comprehensive Simplified Chinese translation (README.zh.md) for the TorchAO root documentation, making PyTorch's native model quantization and architecture optimization features accessible to the Chinese-speaking AI and PyTorch engineering community.

Changes

  • Added README.zh.md covering:
    • Overview of PyTorch-native training-to-serving model optimizations.
    • Latest news, benchmarks (Float8 training, QAT, MXFP8 MoE training on B200/H100 clusters, 2:4 sparsity).
    • Quick start guide and installation recipes (stable, nightly, CUDA variants, optional dependencies like MSLK and cutlass-dsl).
    • Inference quantization recipes (Int4 weight-only, Float8 dynamic quantization, ExecuTorch edge deployments, vLLM serving, Diffusers integration).
    • Training optimizations (QAT with TorchTune, LoRA + QAT, scaled Float8 training with TorchTitan, low-bit optimizers and CPU offloading).
    • Integrations (Hugging Face Transformers/Diffusers/PEFT, vLLM, SGLang, Axolotl, TorchTune, ExecuTorch).
  • Added bidirectional language switchers (English · 简体中文) in both README.md and README.zh.md.
  • Appended a community volunteer maintenance footer attributing active synchronization to @JasonYeYuhe.

Test plan

  • Verified markdown rendering, links, and code blocks.
  • Ran repository pre-commit hooks (trailing-whitespace, end-of-file-fixer, check-added-large-files).
  • Signed off with DCO.

@JasonYeYuhe
docs: add Simplified Chinese translation (README.zh.md)
9f06efc 
Signed-off-by: YE <yyyyy.yeyuhe@gmail.com>
Copilot AI lite review requested due to automatic review settings September 13, 2026 09:07
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pytorch-bot Bot commented Sep 13, 2026

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/4892

Note: Links to docs will display an error until the docs builds have been completed.

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Sep 13, 2026
Copilot AI reviewed Sep 13, 2026

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