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  1. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json +1 -0
  2. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json +1 -0
  3. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json +1 -0
  4. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json +1 -0
  5. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json +1 -0
  6. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json +1 -0
  7. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json +1 -0
  8. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json +1 -0
  9. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.12.hook_mlp_out.json +1 -0
  10. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json +1 -0
  11. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.13.hook_mlp_out.json +1 -0
  12. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.13.hook_resid_post.json +1 -0
  13. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json +1 -0
  14. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json +1 -0
  15. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json +1 -0
  16. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json +1 -0
  17. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.16.hook_mlp_out.json +1 -0
  18. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.16.hook_resid_post.json +1 -0
  19. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.17.hook_mlp_out.json +1 -0
  20. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json +1 -0
  21. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json +1 -0
  22. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json +1 -0
  23. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json +1 -0
  24. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.19.hook_resid_post.json +1 -0
  25. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json +1 -0
  26. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json +1 -0
  27. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json +1 -0
  28. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json +1 -0
  29. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json +1 -0
  30. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.21.hook_resid_post.json +1 -0
  31. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json +1 -0
  32. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.23.hook_mlp_out.json +1 -0
  33. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json +1 -0
  34. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json +1 -0
  35. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json +1 -0
  36. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json +1 -0
  37. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json +1 -0
  38. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json +1 -0
  39. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json +1 -0
  40. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json +1 -0
  41. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json +1 -0
  42. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json +1 -0
  43. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json +1 -0
  44. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json +1 -0
  45. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json +1 -0
  46. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json +1 -0
  47. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json +1 -0
  48. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_output.json +1 -0
  49. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_hook_args.json +1 -0
  50. copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 465, "1": 27}, "net_accuracy": 0.492}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.12.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.13.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.13.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 2, "1": 509}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 465, "1": 28}, "net_accuracy": 0.493}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 44, "1": 465}, "net_accuracy": 0.509}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.16.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.16.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.17.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 478, "1": 9}, "net_accuracy": 0.487}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.19.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.21.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.23.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 79, "1": 404}, "net_accuracy": 0.483}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json ADDED
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+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 23, "1": 485}, "net_accuracy": 0.508}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 79, "1": 404}, "net_accuracy": 0.483}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy_output.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 79, "1": 404}, "net_accuracy": 0.483}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "EleutherAI/gpt-neo-1.3B", "batch_size": 16, "dataset_name": "copa_train", "max_token_length": 1024, "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 42, "few_shot": 0, "pythia": false, "revision_step": 0, "save_dir": "experiment_results"}
copa_train/few_shot_0/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_intrinsic_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/gpt-neo-1.3B", "dataset_name": "copa_train", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 0, "pythia": false, "revision_step": 0, "save_dir": "experiment_results"}