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<!--Copyright 2023 The HuggingFace Team. All rights reserved. |
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with |
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the License. You may obtain a copy of the License at |
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http://www.apache.org/licenses/LICENSE-2.0 |
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on |
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an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the |
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specific language governing permissions and limitations under the License. |
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--> |
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Install π€ Diffusers for whichever deep learning library youβre working with. |
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π€ Diffusers is tested on Python 3.7+, PyTorch 1.7.0+ and flax. Follow the installation instructions below for the deep learning library you are using: |
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- [PyTorch](https://pytorch.org/get-started/locally/) installation instructions. |
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- [Flax](https://flax.readthedocs.io/en/latest/) installation instructions. |
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You should install π€ Diffusers in a [virtual environment](https://docs.python.org/3/library/venv.html). |
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If you're unfamiliar with Python virtual environments, take a look at this [guide](https://packaging.python.org/guides/installing-using-pip-and-virtual-environments/). |
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A virtual environment makes it easier to manage different projects, and avoid compatibility issues between dependencies. |
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Start by creating a virtual environment in your project directory: |
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```bash |
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python -m venv .env |
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``` |
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Activate the virtual environment: |
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```bash |
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source .env/bin/activate |
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``` |
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Now you're ready to install π€ Diffusers with the following command: |
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**For PyTorch** |
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```bash |
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pip install diffusers["torch"] |
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``` |
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**For Flax** |
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```bash |
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pip install diffusers["flax"] |
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``` |
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Before intsalling `diffusers` from source, make sure you have `torch` and `accelerate` installed. |
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For `torch` installation refer to the `torch` [docs](https://pytorch.org/get-started/locally/ |
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To install `accelerate` |
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```bash |
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pip install accelerate |
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``` |
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Install π€ Diffusers from source with the following command: |
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```bash |
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pip install git+https://github.com/huggingface/diffusers |
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``` |
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This command installs the bleeding edge `main` version rather than the latest `stable` version. |
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The `main` version is useful for staying up-to-date with the latest developments. |
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For instance, if a bug has been fixed since the last official release but a new release hasn't been rolled out yet. |
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However, this means the `main` version may not always be stable. |
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We strive to keep the `main` version operational, and most issues are usually resolved within a few hours or a day. |
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If you run into a problem, please open an [Issue](https://github.com/huggingface/transformers/issues), so we can fix it even sooner! |
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## Editable install |
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You will need an editable install if you'd like to: |
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* Use the `main` version of the source code. |
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* Contribute to π€ Diffusers and need to test changes in the code. |
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Clone the repository and install π€ Diffusers with the following commands: |
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```bash |
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git clone https://github.com/huggingface/diffusers.git |
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cd diffusers |
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``` |
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**For PyTorch** |
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``` |
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pip install -e ".[torch]" |
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``` |
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**For Flax** |
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``` |
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pip install -e ".[flax]" |
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``` |
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These commands will link the folder you cloned the repository to and your Python library paths. |
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Python will now look inside the folder you cloned to in addition to the normal library paths. |
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For example, if your Python packages are typically installed in `~/anaconda3/envs/main/lib/python3.7/site-packages/`, Python will also search the folder you cloned to: `~/diffusers/`. |
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<Tip warning={true}> |
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You must keep the `diffusers` folder if you want to keep using the library. |
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</Tip> |
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Now you can easily update your clone to the latest version of π€ Diffusers with the following command: |
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```bash |
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cd ~/diffusers/ |
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git pull |
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``` |
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Your Python environment will find the `main` version of π€ Diffusers on the next run. |
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Our library gathers telemetry information during `from_pretrained()` requests. |
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This data includes the version of Diffusers and PyTorch/Flax, the requested model or pipeline class, |
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and the path to a pretrained checkpoint if it is hosted on the Hub. |
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This usage data helps us debug issues and prioritize new features. |
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Telemetry is only sent when loading models and pipelines from the HuggingFace Hub, |
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and is not collected during local usage. |
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We understand that not everyone wants to share additional information, and we respect your privacy, |
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so you can disable telemetry collection by setting the `DISABLE_TELEMETRY` environment variable from your terminal: |
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On Linux/MacOS: |
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```bash |
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export DISABLE_TELEMETRY=YES |
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``` |
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On Windows: |
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```bash |
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set DISABLE_TELEMETRY=YES |
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``` |