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README.md
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title: ASI V2.5 Live Demo
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sdk: gradio
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sdk_version: "
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app_file: app.py
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license: mit
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---
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#
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## Features
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π **Validated Results**: Official performance metrics
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βΉοΈ **Technical Details**: Deep dive into the innovation
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## Validated Performance
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- β‘ **2.44x speedup** on Longformer-4096
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- π **Linear complexity** O(L) vs O(LΒ²)
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- π― **91.7% layer coverage** in real models
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- π **Apple Silicon MPS** optimized
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- π§ **Production ready** with comprehensive testing
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## Quick Installation
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```bash
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pip install git+https://github.com/khopilot/asi-v25-longformer-core.git
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```
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## Usage
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```python
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from asi_v25 import create_asi_attention
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# Create ultra-fast attention
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attention = create_asi_attention(use_extreme=True)
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```
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## Links
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- π€ **HuggingFace Hub**: [khopilot/asi-v25-longformer-core](https://huggingface.co/khopilot/asi-v25-longformer-core)
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- π **Source Code**: [GitHub Repository](https://github.com/khopilot/asi-v25-longformer-core)
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- π¦ **Installation**: `pip install git+https://github.com/khopilot/asi-v25-longformer-core.git`
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- π **Examples**: Check `examples/` directory for reproduction scripts
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---
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title: ASI V2.5 Live Demo
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emoji: π₯
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: "4.44.0"
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app_file: app.py
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pinned: false
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---
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# ASI V2.5 Live Demo
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Ultra-Professional Linear Attention achieving **2.44x speedup**
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## Features
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- Performance boost: 2.44x validated
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- Apple Silicon MPS optimized
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- Live performance metrics
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- Easy installation
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## Links
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- Model: https://huggingface.co/khopilot/asi-v25-longformer-core
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- GitHub: https://github.com/khopilot/asi-v25-longformer-core
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