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There is the following issue on this page: https://docs.pytorch.org/tutorials/beginner/basics/tensorqs_tutorial.html

### 🚀 Describe the improvement or the new tutorial Hello PyTorch Team, cc @svekars I recently came across the [PyTorch warm starting tutorial](https://docs.pytorch.org/tutorials/recipes/recipes/warmstarting_model_using_parameters_from_a_different_model.html) . While informative, I noticed it currently...

### 📚 The doc issue The following links to the Dynamic Quantization Tutorial are broken: 1. https://docs.pytorch.org/tutorials/recipes/recipes/dynamic_quantization.html 1. https://pytorch.org/tutorials/advanced/static_quantization_tutorial.html Noticed on this page: https://docs.pytorch.org/docs/stable/quantization.html#post-training-dynamic-quantization ### Suggest a potential alternative/fix Update...

triaged

There is the following issue on this page: https://docs.pytorch.org/tutorials/intermediate/parametrizations.html Parametrization is not a topic known to all. You could add some context about the definition of parametrization to the tutorial,...

In the tutorial [Understanding requires_grad, retain_grad, Leaf, and Non-leaf Tensors](https://docs.pytorch.org/tutorials/beginner/understanding_leaf_vs_nonleaf_tutorial.html), the **last diagram** (showing the computational graph) has an error. It shows `z = x @ W + b` with...

There is the following issue on this page: https://docs.pytorch.org/tutorials/beginner/nn_tutorial.html Github URL for MNIST archive needs to change from: ``` URL = "https://github.com/pytorch/tutorials/raw/main/_static/" ``` to ``` URL = 'https://github.com/pytorch/tutorials/raw/refs/heads/main/_static/' ```

### Add Link https://docs.pytorch.org/tutorials/intermediate/torch_compile_tutorial.html ### Describe the bug When I run the cell ```python compile_f3 = torch.compile(f3) print("compile 3:", test_fns(f3, compile_f3, (inp2,))) ``` in the tutorial, I get the warnings...

bug
torch.compile

code block for tracer_model_split not provided in documentation cc @svekars @sekyondaMeta @AlannaBurke @wconstab @osalpekar @H-Huang @kwen2501

website
distributed

### Add Link https://docs.pytorch.org/tutorials/intermediate/ddp_tutorial.html ### Describe the bug Per title, [this](https://github.com/pytorch/tutorials/blob/3b23c0e6ed944e2a98cd14ce618d7eb79015fd60/intermediate_source/ddp_tutorial.rst?plain=1#L62C20-L62C90) leads to deprecated tutorial ### Describe your environment - cc @svekars @sekyondaMeta @AlannaBurke

bug
incorrect link

### 📚 The doc issue Apologies in advance if the tutorials section of the docs has a separate issue tracker. Currently the code examples in the [MaskedTensor Overview](https://docs.pytorch.org/tutorials/unstable/maskedtensor_overview.html) tutorial are...

bug
build issue
website