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Update quick tour
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README.md

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For more information, check out the [WebGPU guide](./guides/webgpu).
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> [!NOTE]
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> The WebGPU API is still experimental in many browsers, so if you run into any issues, please file a bug report
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> [here](https://github.com/huggingface/transformers.js/issues/new?title=[WebGPU]%20Error%20running%20MODEL_ID_GOES_HERE&assignees=&labels=bug,webgpu&projects=&template=1_bug-report.yml).
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> The WebGPU API is still experimental in many browsers, so if you run into any issues,
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> please file a bug report [here](https://github.com/huggingface/transformers.js/issues/new?title=[WebGPU]%20Error%20running%20MODEL_ID_GOES_HERE&assignees=&labels=bug,webgpu&projects=&template=1_bug-report.yml).
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In resource-constrained environments, such as web browsers, it is advisable to use a quantized version of
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the model to lower bandwidth and optimize performance. This can be achieved by adjusting the `dtype` option,

docs/snippets/1_quick-tour.snippet

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For more information, check out the [WebGPU guide](./guides/webgpu).
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> [!NOTE]
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> The WebGPU API is still experimental in many browsers, so if you run into any issues, please file a bug report
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> [here](https://github.com/huggingface/transformers.js/issues/new?title=[WebGPU]%20Error%20running%20MODEL_ID_GOES_HERE&assignees=&labels=bug,webgpu&projects=&template=1_bug-report.yml).
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> The WebGPU API is still experimental in many browsers, so if you run into any issues,
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> please file a bug report [here](https://github.com/huggingface/transformers.js/issues/new?title=[WebGPU]%20Error%20running%20MODEL_ID_GOES_HERE&assignees=&labels=bug,webgpu&projects=&template=1_bug-report.yml).
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In resource-constrained environments, such as web browsers, it is advisable to use a quantized version of
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the model to lower bandwidth and optimize performance. This can be achieved by adjusting the `dtype` option,

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