Create README.md

README.md

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+---
+license: other
+language:
+- en
+tags:
+- on-device
+- mobile
+- android
+- ios
+- melange
+- zetic
+- whisper
+pipeline_tag: automatic-speech-recognition
+base_model:
+- openai/whisper-tiny
+---
+
+<!-- ============================================== -->
+<!-- FILL THIS IN BEFORE PUBLISHING                -->
+<!-- ============================================== -->
+<!-- 
+
+🚨 Model License Rule (One Rule Applies to All)
+
+**Never claim or imply commercial usage rights unless the base model license explicitly allows commercial use.**
+
+- If the base model license allows commercial use → you may state “commercial use allowed (subject to the base model license)”.
+- If the base model license restricts commercial use, is AGPL/GPL, research-only, or dual-licensed → **do NOT mention commercial use**. Always defer to the base model license.
+
+ZETIC licenses only the runtime and optimization artifacts.  
+Model licensing responsibility always remains with the original model owner.
+
+--->
+
+---
+
+![LinkedIn Banner](https://cdn-uploads.huggingface.co/production/uploads/68c8c30d7c55656282d829fe/_l5ZggH1LMGTw0lFGgN_l.png)
+
+## Melange: On-device AI for Mobile — *Select. Benchmark. Deploy.*  
+<div align="center">
+
+[**🌐 Website**](https://zetic.ai) | [**📚 Docs**](https://docs.zetic.ai) | [**🎯 Melange Dashboard**](https://mlange.zetic.ai) | [**💻 GitHub Apps Repo**](https://github.com/zetic-ai/ZETIC_Melange_apps/issues) | [**💬 Discord**](https://discord.gg/q6vW4UscRY)
+
+</div>
+
+---
+
+## ⚡️ What is ZETIC-ai/whisper-tiny-encoder?
+
+ZETIC-ai/whisper-tiny-encoder is a highly optimized version of **[openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny)**, built to run **on-device** (Android, iOS) with **Melange SDK**. 
+<br><br>
+For the encoder model that runs locally: [Check model card](https://huggingface.co/ZETIC-ai/whisper-tiny-decoder)
+
+**Key Details:**
+- 🎯 **Task**: Automatic Speech Recognition
+- 🚀 **Engine**: ZETIC Melange Runtime
+- 💡 **Best For**: Speech to Text, Speech Translation
+
+Unlike standard GGUF or ONNX exports where you manually download `.onnx` or `.gguf` files and bundle them into your APK/IPA, **this model is fetched automatically** by the Melange SDK at runtime: no asset management, no file hosting, no bloated app sizes.
+
+---
+
+## 🚀 How to Use
+
+Deploy in seconds. The Melange SDK handles model fetching, NPU delegation, and hardware acceleration automatically.
+
+### Android (Kotlin)
+```kotlin
+val model = ZeticMLangeModel(context, "ZETIC-ai/chronos-bolt-tiny")
+val output = model.run(inputData)
+```
+
+
+### iOS (Swift)
+```swift
+let model = try ZeticMLangeModel("ZETIC-ai/chronos-bolt-tiny")
+let result = try model.run(inputData)
+```
+
+💡 **Looking for Java, React Native, or Flutter?** Visit [Melange Dashboard](https://mlange.zetic.ai).
+
+**Installation**: [View docs](https://docs.zetic.ai)
+
+---
+
+## 📊 Benchmarks & Compatibility
+
+**Optimized for Flagships.** This model release is specifically tuned for the latest flagship smartphones.
+
+| Device | Chipset | Inference Time (ms) | 
+| :--- | :--- | :--- |
+| **Samsung Galaxy S25 Ultra** | Snapdragon 8 Elite | TBD | 
+| **Samsung Galaxy S25** | Snapdragon 8 Elite | TBD | 
+| **iPhone 16 Pro** | A18 Pro | TBD | 
+| **iPhone 16** | A18 | TBD | 
+
+🚀 **Beyond the Flagships:** Melange supports a vast ecosystem of **100+ devices**. <br><br>
+
+Melange SDK automatically handles optimization and fallback for the wider ecosystem, including budget & legacy smartphones. <br>
+**[Explore the full ecosystem optimization on Melange Dashboard](https://mlange.zetic.ai)**
+
+---
+
+## 🤔 Why Melange?
+
+<div>
+
+### **1. The Old Way (Slow & Manual)**
+Separate iOS/Android Workflows | Manual Updates Require Full Re-Deployment
+
+![Frame 3](https://cdn-uploads.huggingface.co/production/uploads/68c8c30d7c55656282d829fe/eN64F5MEEaGyCVisF-4R_.png)
+
+### **2. Semi-Auto SDKs (Hardware-Locked)**
+Hardware-Locked Model Cards | Manual File Management (Drag & Drop)
+
+![Frame 8](https://cdn-uploads.huggingface.co/production/uploads/68c8c30d7c55656282d829fe/_vTeGpdv4K11lxwmf1VD5.png)
+
+
+### **3. The Melange Way (Fast & Automatic)**
+Device-Aware Auto-Routing | Hardware-Agnostic NPU API | Small App Size
+
+![Frame 10](https://cdn-uploads.huggingface.co/production/uploads/68c8c30d7c55656282d829fe/IHH9UqRaXvawZATZ1A9PN.png)
+
+</div>
+
+✅ **Zero Asset Management**: We host the model & the complexity. Your app calls '[MODEL_ID]', and we deliver. <br/>
+✅ **Automatic Fetching**: The SDK streams the model at initialization, no manual file uploads.<br/>
+✅ **Device-Aware Auto-Routing**: The SDK auto-detects and routes the best-fit runtime variant for that device.<br/>
+✅ **Unified Workflow**: Maintain a single, identical deployment path for both iOS and Android. <br/>
+✅ **Instant Updates**: Push model updates instantly without waiting for App Store approvals.  <br/>
+✅ **Global Scale**: Optimized paths for mid-range and low-end chips, not just flagships.<br/>
+<br/>
+
+---
+
+## 🚀 Unlock Full Performance
+
+**Advanced Benchmark Reports • Extended Model Catalog • 100+ Optimized Devices**
+
+<a href="https://mlange.zetic.ai">
+  <img src="https://img.shields.io/badge/🚀_Open_Dashboard-34A9A3?style=for-the-badge" alt="MeLange Dashboard" height="30" />
+</a>
+
+---
+
+## 📄 License & Terms
+
+**Base Model**  
+Model weights are licensed under the original license provided by the model author.  
+See the upstream model card for full terms.
+
+**ZETIC Hugging Face Runtime Bundle**  
+This release includes a pre-optimized runtime + model bundle enabling local, on-device inference across compatible devices.
+
+The runtime is optimized and benchmarked for a limited set of flagship devices.  
+On other compatible devices, the model may still run, but performance may vary.
+
+Advanced device coverage and performance guarantees are available via the **Melange Dashboard (Pro)**.
+
+**You may**
+- Run the model locally on compatible devices
+- Embed it in applications distributed to end users
+- Use it in accordance with the base model license
+
+**You may not**
+- Extract or reuse the runtime outside this package
+- Reverse engineer the optimization format
+- Redistribute the runtime as a standalone SDK or service
+- Bypass license verification or telemetry (if/when enabled)
+
+**More devices, custom models, and performance guarantees**  
+Get started at the **Melange Dashboard**: https://mlange.zetic.ai  
+
+Enterprise or custom licensing: contact@zetic.ai
+
+---
+## 📞 Support & Community
+
+- **📚 Documentation**: [https://docs.zetic.ai](https://docs.zetic.ai)
+- **🐛 Melange Apps Repo**: [https://github.com/zetic-ai/ZETIC_Melange_apps/](https://github.com/zetic-ai/ZETIC_Melange_apps/)
+- **💬 Discord**: [https://discord.gg/q6vW4UscRY](https://discord.gg/q6vW4UscRY)
+
+---
+
+<div align="center">
+
+**By ZETIC.ai**  
+*On-Device AI for Everything — for any model, on any device, in any framework*
+
+[⭐ Star us on GitHub](https://github.com/zetic-ai/ZETIC_Melange_apps) • [👾 Discord](https://discord.gg/q6vW4UscRY) • [🚀 Try Melange](https://mlange.zetic.ai) • [📖 Documentation](https://docs.zetic.ai)
+
+</div>