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  1. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/accuracy.json +1 -0
  2. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  3. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  4. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  5. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  6. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  7. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
  8. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  9. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  10. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
  11. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
  12. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
  13. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
  14. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/results.csv +13 -0
  15. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/llm_hook_args.json +1 -0
  16. agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  17. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy.json +1 -0
  18. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  19. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  20. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  21. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  22. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
  23. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
  24. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  25. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
  26. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
  27. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
  28. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
  29. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv +0 -0
  30. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  31. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv +0 -0
  32. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
  33. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv +0 -0
  34. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv +0 -0
  35. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
  36. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  37. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  38. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
  39. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
  40. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
  41. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
  42. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/results.csv +25 -0
  43. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_hook_args.json +1 -0
  44. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  45. sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/predictions.csv +873 -0
  46. sst2_validation/few_shot_1/gpt2-medium/last_token_relative_depth_100/accuracy.json +1 -0
  47. sst2_validation/few_shot_1/gpt2-medium/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  48. sst2_validation/few_shot_1/gpt2-medium/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  49. sst2_validation/few_shot_1/gpt2-medium/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  50. sst2_validation/few_shot_1/gpt2-medium/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/accuracy.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 1900, "1": 1900, "2": 1900, "3": 1900}, "correct_per_class": {"0": 1773, "1": 113, "2": 0, "3": 0}, "net_accuracy": 0.2481578947368421}
agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv ADDED
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/intrinsic/results.csv ADDED
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+ Layer,MLE,MLE_Corrected,TwoNN,Gride
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agnews_test/few_shot_2/gpt2/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "gpt2", "batch_size": 16, "dataset_name": "agnews_test", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 2}
agnews_test/few_shot_2/gpt2/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": "gpt2", "dataset_name": "agnews_test", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 2}
sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 389, "1": 41}, "net_accuracy": 0.49311926605504586}
sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/results.csv ADDED
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sst2_validation/few_shot_1/gpt2-medium/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
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