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long-context

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<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
---
name: long-context
description: Long-context extension methods for transformers. Use when extending model context windows with RoPE scaling, ALiBi, or fine-tuning approaches.
tags: [long-context, emerging, research, context-window]
---

# Long Context: Extending Transformer Context Windows

## When to Use This Skill

Use Long Context techniques when you need to:
- **Process long documents** (32k, 64k, 128k+ tokens) with transformer models
- **Extend context windows** of pre-trained models (LLaMA, Mistral, etc.)
- **Implement efficient positional encodings** (RoPE, ALiBi)
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