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docs/hub/models-widgets.md

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<img width="650" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/models-gallery.png"/>
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</div>
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## Learn More About Inference Providers
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Widgets are powered by [Inference Providers](https://huggingface.co/docs/inference-providers), which provides unified access to hundreds of machine learning models backed by our serverless inference partners.
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Key benefits of Inference Providers:
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- **Unified API**: Access models from multiple providers (Cerebras, Cohere, Fireworks, Together AI, Replicate, and more) through a single interface
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- **Automatic Provider Selection**: Intelligent routing to the best available provider for your model
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- **Production-Ready**: Built for enterprise workloads with automatic failover and high availability
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- **Cost-Effective**: No extra markup on provider rates
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- **OpenAI-Compatible**: Drop-in replacement for OpenAI chat completions API
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⚡⚡ Learn more by reading the [Inference Providers documentation](https://huggingface.co/docs/inference-providers). You can also deploy models to dedicated [Inference Endpoints](https://huggingface.co/docs/inference-endpoints) for more control and customization.
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## Widget Availability and Provider Support
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Not all models have widgets available. Widget availability depends on:
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2. **Provider Availability**: At least one provider must be serving the specific model
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3. **Model Configuration**: The model must have proper metadata and configuration files
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Current provider support includes:
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To view the full list of supported tasks, check out [our dedicated documentation page](https://huggingface.co/docs/inference-providers/tasks/index).
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- **Chat Completion (LLM)**: Cerebras, Cohere, Fireworks, Groq, HF Inference, Hyperbolic, Nebius, Novita, Nscale, SambaNova, Together
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- **Chat Completion (VLM)**: Cohere, Featherless AI, Fireworks, HF Inference, Hyperbolic, Nebius, Novita, Nscale, Together
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- **Text to Image**: Fal AI, HF Inference, Nebius, Nscale, Replicate, Together
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- **Text to Video**: Fal AI, Novita, Replicate
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- **Speech to Text**: Fal AI, HF Inference, Replicate
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- **Feature Extraction**: HF Inference, Nebius, SambaNova
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The list of all providers and the tasks they support is available in [this documentation page](https://huggingface.co/docs/inference-providers/index#partners).
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For models without provider support, you can still showcase functionality using [example outputs](#example-outputs) in your model card.
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You can also click _Ask for provider support_ directly on the model page to encourage providers to serve the model, given there is enough community interest.
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## Exploring Models with the Inference Playground
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Before integrating models into your applications, you can test them interactively with the [Inference Playground](https://huggingface.co/playground). The playground allows you to:

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