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  1. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/accuracy.json +1 -0
  2. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  3. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  4. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  5. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  6. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
  7. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
  8. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  9. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
  10. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
  11. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
  12. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
  13. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv +0 -0
  14. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  15. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv +0 -0
  16. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
  17. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv +0 -0
  18. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv +0 -0
  19. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv +0 -0
  20. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv +0 -0
  21. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv +0 -0
  22. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv +0 -0
  23. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
  24. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  25. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  26. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
  27. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
  28. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
  29. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
  30. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/results.csv +29 -0
  31. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/llm_hook_args.json +1 -0
  32. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  33. sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/predictions.csv +873 -0
  34. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  35. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  36. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv +0 -0
  37. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  38. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv +0 -0
  39. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv +0 -0
  40. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
  41. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv +0 -0
  42. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  43. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv +0 -0
  44. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
  45. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv +0 -0
  46. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv +0 -0
  47. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
  48. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_resid_post.csv +0 -0
  49. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_resid_post.csv +0 -0
  50. sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv +0 -0
sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/accuracy.json ADDED
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1
+ {"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 413, "1": 403}, "net_accuracy": 0.9357798165137615}
sst2_validation/few_shot_2/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv ADDED
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sst2_validation/few_shot_2/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/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/google_gemma-7b/last_token_relative_depth_100/intrinsic/results.csv ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Layer,MLE,MLE_Corrected,TwoNN,Gride
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+ blocks.0.hook_mlp_out,11.898152351379395,10.812313079833984,13.621420860290527,9.96013355255127
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+ blocks.2.hook_mlp_out,18.89175796508789,17.133028030395508,21.92599105834961,16.040271759033203
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+ blocks.3.hook_mlp_out,20.90972900390625,18.808799743652344,23.460416793823242,17.460304260253906
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+ blocks.4.hook_mlp_out,23.49293327331543,21.04541778564453,28.358293533325195,19.830358505249023
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+ blocks.5.hook_mlp_out,20.78858757019043,18.57687759399414,25.759340286254883,17.040294647216797
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+ blocks.6.hook_mlp_out,24.395151138305664,21.687379837036133,27.488136291503906,20.250368118286133
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+ blocks.7.hook_mlp_out,23.296852111816406,20.37812614440918,25.173524856567383,19.310346603393555
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+ blocks.8.hook_mlp_out,22.41856575012207,19.636568069458008,25.332788467407227,18.57337760925293
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+ blocks.9.hook_mlp_out,21.00616455078125,18.547822952270508,24.15972137451172,17.850313186645508
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+ blocks.10.hook_mlp_out,20.57529640197754,18.31670379638672,23.502912521362305,17.7320499420166
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+ blocks.11.hook_mlp_out,21.947795867919922,19.479835510253906,24.628021240234375,18.63588523864746
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+ blocks.12.hook_mlp_out,23.722599029541016,21.003164291381836,25.223180770874023,19.830358505249023
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+ blocks.13.hook_mlp_out,21.542736053466797,19.11813735961914,25.373825073242188,18.031328201293945
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+ blocks.25.hook_mlp_out,8.802412986755371,7.832344055175781,12.249921798706055,6.220047950744629
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+ blocks.26.hook_mlp_out,6.421520709991455,5.834366321563721,10.37470531463623,4.510011672973633
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+ blocks.27.hook_mlp_out,4.591239929199219,4.248001575469971,6.770224571228027,3.609997510910034
sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "google/gemma-7b", "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/google_gemma-7b/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": "google/gemma-7b", "dataset_name": "sst2_validation", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 2}
sst2_validation/few_shot_2/google_gemma-7b/last_token_relative_depth_100/predictions.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/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/meta-llama_Meta-Llama-3-8B/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_Meta-Llama-3-8B/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_Meta-Llama-3-8B/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_Meta-Llama-3-8B/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/meta-llama_Meta-Llama-3-8B/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_Meta-Llama-3-8B/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_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/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_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv ADDED
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sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B/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_Meta-Llama-3-8B/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/meta-llama_Meta-Llama-3-8B/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_Meta-Llama-3-8B/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_Meta-Llama-3-8B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_resid_post.csv ADDED
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