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axolotl/docs/torchao.qmd
NanoCode012 2efe1b4c09 Feat(doc): Reorganize documentation, fix broken syntax, update notes (#2348)
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* feat: update readme for integrations to include citations and repo link

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* Update docs/cli.qmd per suggestion

Co-authored-by: Dan Saunders <danjsaund@gmail.com>

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Co-authored-by: Dan Saunders <danjsaund@gmail.com>
2025-02-25 16:09:37 +07:00

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---
title: "PyTorch ao"
description: "Custom data types and layouts for training and inference"
---
To use experimental optimizers (`AdamWFp8`, `AdamW4bit`, `AdamW8bit`) from Pytorch Ao, please install the package as shown below.
::: {.callout-tip}
Some experimental optimizers are already present in regular Pytorch, so please re-check if you actually need this package!
:::
### Installation
Stable Release from the PyTorch index
```bash
pip install torchao --extra-index-url https://download.pytorch.org/whl/cu121 # full options are cpu/cu118/cu121/cu124
```
Nightly release
```bash
pip install --pre torchao-nightly --index-url https://download.pytorch.org/whl/nightly/cu121 # full options are cpu/cu118/cu121/cu124
```