Use of Python for Cutting-Edge Language Model Research

Use of Python for Cutting-Edge Language Model Research

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anatomy of an intervention

10 of 16

10 of 16

anatomy of an intervention

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Use of Python for Cutting-Edge Language Model Research

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  1. 1 intro
  2. 2 preamble
  3. 3 intro to mechanistic interpretability
  4. 4 mech interp
  5. 5 mech interp toolkit: causal interventions
  6. 6 example mech interp research
  7. 7 interpretability libraries and packages
  8. 8 nnsight architecture
  9. 9 example intervention
  10. 10 anatomy of an intervention
  11. 11 model internal i/o are nodes on the intervention graph
  12. 12 information flow
  13. 13 average-out information vectors
  14. 14 getting the average activation vector
  15. 15 adding the average to one-shot activation vector
  16. 16 resources

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