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README.md

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----
-title: ASI V2.5 Live Demo
-emoji: 🚀
-colorFrom: blue
-colorTo: red
-sdk: gradio
-sdk_version: 4.0.0
-app_file: app.py
-pinned: false
-license: mit
----
-
-# 🚀 ASI V2.5 Live Demo
-
-Interactive demonstration of ASI V2.5 Ultra-Professional Linear Attention achieving **2.44x speedup** with 91.7% layer coverage.
-
-## Features
-
-🔥 **Live Benchmark**: Run real-time performance comparisons
-📊 **Interactive Charts**: Visualize speedup and timing results  
-📋 **Installation Guide**: Copy-paste setup instructions
-🏆 **Validated Results**: Official performance metrics
-
-## Validated Performance
-
-- ⚡ **2.44x speedup** on Longformer-4096
-- 📈 **Linear complexity** O(L) vs O(L²)
-- 🎯 **91.7% layer coverage** in real models
-- 🍎 **Apple Silicon MPS** optimized
-- 🔧 **Production ready** with comprehensive testing
-
-## Quick Installation
-
-```bash
-pip install git+https://github.com/khopilot/asi-v25-longformer-core.git
-```
-
-## Usage
-
-```python
-from asi_v25 import create_asi_attention
-
-# Create ultra-fast attention
-attention = create_asi_attention(use_extreme=True)
-```
-
-## Links
-
-- 🐙 **Source**: [GitHub Repository](https://github.com/khopilot/asi-v25-longformer-core)
-- 🤗 **Model Hub**: [HuggingFace Hub](https://huggingface.co/khopilot/asi-v25-longformer-core)
-- 📋 **Examples**: Check `examples/` for reproduction scripts
+gradio>=5.0.0
+torch>=1.12.0
+numpy>=1.21.0
+matplotlib>=3.5.0
+git+https://github.com/khopilot/asi-v25-longformer-core.git