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  1. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv +0 -0
  2. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  3. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv +0 -0
  4. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv +0 -0
  5. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv +0 -0
  6. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  7. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
  8. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv +0 -0
  9. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_resid_post.csv +0 -0
  10. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_resid_post.csv +0 -0
  11. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv +0 -0
  12. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  13. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv +0 -0
  14. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
  15. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv +0 -0
  16. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv +0 -0
  17. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
  18. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_mlp_out.csv +0 -0
  19. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
  20. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
  21. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
  22. sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
  23. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/accuracy.json +1 -0
  24. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  25. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  26. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  27. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  28. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
  29. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
  30. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  31. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
  32. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
  33. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
  34. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv +0 -0
  35. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  36. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
  37. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv +0 -0
  38. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv +0 -0
  39. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  40. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  41. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
  42. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
  43. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/results.csv +25 -0
  44. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/llm_hook_args.json +1 -0
  45. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  46. sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/predictions.csv +873 -0
  47. sst2_validation/few_shot_2/microsoft_phi-1_5/last_token_relative_depth_100/accuracy.json +1 -0
  48. sst2_validation/few_shot_2/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  49. sst2_validation/few_shot_2/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  50. sst2_validation/few_shot_2/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Llama-2-7b-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/accuracy.json ADDED
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1
+ {"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 0}, "net_accuracy": 0.4908256880733945}
sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/intrinsic/results.csv ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Layer,MLE,MLE_Corrected,TwoNN,Gride
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+ blocks.0.hook_mlp_out,0.05428679659962654,0.05428683012723923,,
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+ blocks.1.hook_mlp_out,23.380237579345703,19.021730422973633,26.444393157958984,15.480259895324707
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+ blocks.2.hook_mlp_out,24.41398811340332,20.64596176147461,26.309829711914062,17.14397621154785
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+ blocks.3.hook_mlp_out,21.95895004272461,18.71216583251953,26.814409255981445,15.270255088806152
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+ blocks.4.hook_mlp_out,23.17756462097168,20.53217315673828,28.536048889160156,16.4910831451416
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+ blocks.5.hook_mlp_out,22.501188278198242,20.092927932739258,29.720500946044922,17.120296478271484
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+ blocks.6.hook_mlp_out,24.006473541259766,21.928861618041992,31.48796272277832,19.602937698364258
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+ blocks.7.hook_mlp_out,24.305606842041016,22.491886138916016,29.36210823059082,20.640377044677734
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+ blocks.8.hook_mlp_out,23.06224250793457,21.339181900024414,27.98758888244629,20.105113983154297
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+ blocks.9.hook_mlp_out,23.968280792236328,22.001670837402344,30.426803588867188,20.26036834716797
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+ blocks.10.hook_mlp_out,24.15873908996582,22.226713180541992,28.75011444091797,20.311641693115234
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+ blocks.11.hook_mlp_out,24.289379119873047,22.338258743286133,27.322351455688477,20.26036834716797
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+ blocks.12.hook_mlp_out,23.467548370361328,21.600421905517578,26.728004455566406,19.660354614257812
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+ blocks.13.hook_mlp_out,24.06081199645996,22.06336784362793,25.4498233795166,20.06036376953125
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+ blocks.14.hook_mlp_out,23.978181838989258,21.791770935058594,27.271642684936523,19.930360794067383
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+ blocks.15.hook_mlp_out,24.04345703125,21.944244384765625,26.52320671081543,19.94036102294922
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+ blocks.16.hook_mlp_out,23.951641082763672,21.800222396850586,27.05694007873535,19.819236755371094
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+ blocks.17.hook_mlp_out,23.874448776245117,21.72276496887207,28.136484146118164,19.67035484313965
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+ blocks.18.hook_mlp_out,24.19876480102539,21.966899871826172,27.51232147216797,19.830358505249023
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+ blocks.19.hook_mlp_out,24.93020248413086,22.513078689575195,26.779294967651367,20.87560272216797
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+ blocks.20.hook_mlp_out,25.11464500427246,22.626258850097656,28.173320770263672,20.412822723388672
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+ blocks.21.hook_mlp_out,24.514453887939453,22.003995895385742,27.09829330444336,19.9674015045166
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+ blocks.22.hook_mlp_out,21.43733024597168,19.364376068115234,26.182666778564453,17.440303802490234
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+ blocks.23.hook_mlp_out,20.95307159423828,18.70142364501953,25.85971450805664,16.27027702331543
sst2_validation/few_shot_2/microsoft_phi-1/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "microsoft/phi-1", "batch_size": 16, "dataset_name": "sst2_validation", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 2}
sst2_validation/few_shot_2/microsoft_phi-1/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": "microsoft/phi-1", "dataset_name": "sst2_validation", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 2}
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sst2_validation/few_shot_2/microsoft_phi-1_5/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv ADDED
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