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README.md
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## How it works
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This demo sets up a simple web server to host a frontend where users can enter a text prompt. This starts a generation process in a web worker to avoid blocking the main UI thread. The worker uses a bundled version of the MediaPipe Tasks GenAI package ([@mediapipe/tasks-genai](https://www.npmjs.com/package/@mediapipe/tasks-genai)) to generate a response from the model and send it back to the user.
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**Requirements:** Browser with [WebGPU support](https://caniuse.com/webgpu)
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## Resources
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* [Notebook: Fine-tune Gemma 3 270M](https://github.com/google-gemini/gemma-cookbook/blob/main/Demos/Emoji-Gemma-on-Web/resources/Fine_tune_Gemma_3_270M_for_emoji_generation.ipynb)
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* [Notebook: Convert Gemma 3 270M for use with MediaPipe](https://github.com/google-gemini/gemma-cookbook/blob/main/Demos/Emoji-Gemma-on-Web/resources/Convert_Gemma_3_270M_to_LiteRT_for_MediaPipe_LLM_Inference_API.ipynb)
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* [MediaPipe LLM Inference Web documentation](https://ai.google.dev/edge/mediapipe/solutions/genai/llm_inference/web_js)
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---
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title: Emoji Generator
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emoji: ✨
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colorFrom: blue
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colorTo: yellow
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sdk: static
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short_description: Translate text to emojis with Gemma 3 270M running on-device
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---
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This demo runs a fine-tuned Gemma 3 270M model client-side using MediaPipe LLM Inference API. After the initial download, the model is cached by the browser, allowing for offline inference and instant loading and on future visits.
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index.html
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</div>
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</div>
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<div class="footer">
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<p>Powered by <a href="https://
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<a href="https://
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viewBox="0 0 7 12">
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<path d="m.06 10.4.94.93L6.33 6 1 .67l-.94.94L4.45 6" fill="#327AC3" />
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</svg></a>
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</div>
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</div>
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<div class="footer">
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<p>Powered by <a href="https://goo.gle/hf-gemma-3-270m-it">Gemma 3 270M</a> and <a href="https://ai.google.dev/edge/mediapipe/">MediaPipe</a></p>
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<a href="https://goo.gle/emoji-gemma-cookbook" target="_blank">View on GitHub<svg fill="none" xmlns="http://www.w3.org/2000/svg"
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viewBox="0 0 7 12">
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<path d="m.06 10.4.94.93L6.33 6 1 .67l-.94.94L4.45 6" fill="#327AC3" />
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</svg></a>
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myemoji-gemma-3-270m-it.task
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version https://git-lfs.github.com/spec/v1
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oid sha256:b1df7985bc5ef447755836c8cfb4ff54d7249ffac27a64231a13b37ed4bc374a
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size 284366083
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