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docs/hub/spaces-zerogpu.md

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<img src="https://cdn-uploads.huggingface.co/production/uploads/5f17f0a0925b9863e28ad517/naVZI-v41zNxmGlhEhGDJ.gif" style="max-width: 550px; width: 100%" alt="ZeroGPU schema" />
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ZeroGPU introduces a new approach to GPU utilization in Hugging Face Spaces. This innovative hardware solution offers two primary benefits:
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ZeroGPU is a shared infrastructure that optimizes GPU usage for AI models and demos on Hugging Face Spaces. It dynamically allocates and releases NVIDIA A100 GPUs as needed, offering:
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1. **Free GPU Access**: Enables cost-effective GPU usage for Spaces.
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2. **Multi-GPU Support**: Allows Spaces to leverage multiple GPUs concurrently on a single application.
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ZeroGPU achieves these goals by implementing an efficient GPU allocation system, dynamically assigning and releasing GPUs as needed. This contrasts with traditional GPU Spaces, which are limited to a single dedicated GPU.
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Unlike traditional single-GPU allocations, ZeroGPU's efficient system lowers barriers for developers, researchers, and organizations to deploy AI models by maximizing resource utilization and power efficiency.
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## Using and hosting ZeroGPU Spaces
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