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LongNet: Understanding Transformer Scaling to 1 Billion Tokens - A Technical Overview

LongNet: Understanding Transformer Scaling to 1 Billion Tokens - A Technical Overview

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LongNet: Understanding Transformer Scaling to 1 Billion Tokens - A Technical Overview

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  1. 1 - Intro
  2. 2 - Computational Complexity in LLM models
  3. 3 - Sparse Attention Paper
  4. 4 - Self Attention overview
  5. 5 - Dilated Attention
  6. 6 - Multi-head Dilated Attention
  7. 7 - Distributed Training
  8. 8 - Evaluation of LongNet Dilated Attention

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