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