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docs/inference-providers/guides/image-editor.md

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<Tip>
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This guide assumes you have a Hugging Face account. If you don't have one, you can create one for free at [huggingface.co](https://huggingface.co).
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TLDR; this guide will show you how to build an AI image editor with Gradio and Inference Providers, just like [this one](https://huggingface.co/spaces/Qwen/Qwen-Image-Edit).
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</Tip>
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export HF_TOKEN="your_token_here"
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```
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<Tip>
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This guide assumes you have a Hugging Face account. If you don't have one, you can create one for free at [huggingface.co](https://huggingface.co).
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</Tip>
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When you set this environment variable, it handles authentication automatically for all your inference calls. You can generate a token from [your settings page](https://huggingface.co/settings/tokens/new?ownUserPermissions=inference.serverless.write&tokenType=fineGrained).
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## Step 2: Project Setup

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