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Teaching Language Models to Use Tools - Deep Dive into Toolformer

Teaching Language Models to Use Tools - Deep Dive into Toolformer

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Teaching Language Models to Use Tools - Deep Dive into Toolformer

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  1. 1 Intro to the Toolformer
  2. 2 Toolformer Architecture
  3. 3 Approach
  4. 4 Creating the Training Data
  5. 5 Generate API Call Data
  6. 6 Together AI Demo
  7. 7 Axiv Paper Examples
  8. 8 Execute API Calls
  9. 9 Filtering API Calls and Math
  10. 10 Experiments
  11. 11 Results
  12. 12 Scaling Laws
  13. 13 Questions

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