I’ve been diving into the iRoPE architecture from Llama 4—a game-changer for long-context models! It interleaves local attention (with RoPE) for short contexts and global attention (with inference-time temp scaling) for long-range reasoning, aiming for infinite context. I’m going to try writing iRoPE—who wants to help?
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I’ve been diving into the iRoPE architecture from Llama 4—a game-changer for long-context models! It interleaves local attention (with RoPE) for short contexts and global attention (with inference-time temp scaling) for long-range reasoning, aiming for infinite context. I’m going to try writing iRoPE—who wants to help?
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Code: 
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Code: 
https://github.com/wassemgtk/iRoPE-try/blob/main/iRoPE.ipynb
https://github.com/wassemgtk/iRoPE-try/blob/main/iRoPE.ipynb
link
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I’ve been diving into the iRoPE architecture from Llama 4—a game-changer for long-context models! It interleaves local attention (with RoPE) for short contexts and global attention (with inference-time temp scaling) for long-range reasoning, aiming for infinite context. I’m going to try writing iRoPE—who wants to help?

Code: https://github.com/wassemgtk/iRoPE-try/blob/main/iRoPE.ipynb

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LeroyDyer rakshith-writer Kimish
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Waseem AlShikh
wassemgtk
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