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Long-Context Language Model Development

Master the techniques and architectures for developing language models capable of processing and reasoning over extended context windows while maintaining efficiency and coherence.

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🎯 Learning Objectives

By the end of this lesson, you will be able to:

  1. Architect language models with extended context processing capabilities
  2. Implement efficient attention mechanisms for long sequence processing
  3. Design memory systems that enable coherent reasoning over extended contexts
4. **Optimize** computational efficiency while maintaining long-context performance
5. **Evaluate** long-context model performance across diverse tasks and scenarios
6. **Deploy** long-context models in production environments with appropriate scaling strategies
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