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README.md
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README.md
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onnx-web is a tool for running Stable Diffusion and other [ONNX models](https://onnx.ai/) with hardware acceleration,
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onnx-web is a tool for running Stable Diffusion and other [ONNX models](https://onnx.ai/) with hardware acceleration,
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on both AMD and Nvidia GPUs and with a CPU software fallback.
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on both AMD and Nvidia GPUs and with a CPU software fallback.
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The API runs on both Linux and Windows and provides a REST API to run many of the pipelines from [`diffusers`
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](https://huggingface.co/docs/diffusers/main/en/index), along with metadata about the available models and accelerators,
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and the output of previous runs. Hardware acceleration is supported on both AMD and Nvidia for both Linux and Windows,
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with a CPU fallback capable of running on laptop-class machines.
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The GUI is [hosted on Github Pages](https://ssube.github.io/onnx-web/) and runs in all major browsers, including on
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The GUI is [hosted on Github Pages](https://ssube.github.io/onnx-web/) and runs in all major browsers, including on
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mobile devices. It allows you to select the model and accelerator being used for each image pipeline. Image parameters
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mobile devices. It allows you to select the model and accelerator being used for each image pipeline. Image parameters
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are shown for each of the major modes, and you can either upload or paint the mask for inpainting and outpainting. The
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are shown for each of the major modes, and you can either upload or paint the mask for inpainting and outpainting. The
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last few output images are shown below the image controls, making it easy to refer back to previous parameters or save
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last few output images are shown below the image controls, making it easy to refer back to previous parameters or save
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an image from earlier.
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an image from earlier.
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The API runs on both Linux and Windows and provides a REST API to run many of the pipelines from [`diffusers`
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](https://huggingface.co/docs/diffusers/main/en/index), along with metadata about the available models and accelerators,
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and the output of previous runs. Hardware acceleration is supported on both AMD and Nvidia for both Linux and Windows,
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with a CPU fallback capable of running on laptop-class machines.
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Please check out [the setup guide to get started](docs/setup-guide.md) and [the user guide for more
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Please check out [the setup guide to get started](docs/setup-guide.md) and [the user guide for more
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details](https://github.com/ssube/onnx-web/blob/main/docs/user-guide.md).
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details](https://github.com/ssube/onnx-web/blob/main/docs/user-guide.md).
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@ -92,10 +92,10 @@ The extended setup docs have been [moved to the setup guide](docs/setup-guide.md
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### Adding your own models
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### Adding your own models
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You can include your own models or download and convert models from the HuggingFace Hub or Civitai without making any
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You can [add your own models](./docs/user-guide.md#adding-your-own-models) by downloading them from the HuggingFace Hub
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code changes, by including them in the `extras.json` file. You can also download and blend in additional networks, such
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or Civitai or by converting them from local files, without making any code changes. You can also download and blend in
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as LoRAs and Textual Inversions. For more details, please [see the user guide
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additional networks, such as LoRAs and Textual Inversions, using [tokens in the
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](./docs/user-guide.md#adding-your-own-models).
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prompt](docs/user-guide.md#prompt-tokens).
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## Usage
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## Usage
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