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  1. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json +1 -0
  2. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json +1 -0
  3. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json +1 -0
  4. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json +1 -0
  5. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json +1 -0
  6. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json +1 -0
  7. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json +1 -0
  8. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json +1 -0
  9. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json +1 -0
  10. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json +1 -0
  11. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json +1 -0
  12. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json +1 -0
  13. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json +1 -0
  14. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json +1 -0
  15. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json +1 -0
  16. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json +1 -0
  17. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json +1 -0
  18. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json +1 -0
  19. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json +1 -0
  20. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json +1 -0
  21. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json +1 -0
  22. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json +1 -0
  23. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json +1 -0
  24. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json +1 -0
  25. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json +1 -0
  26. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_output.json +1 -0
  27. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv +0 -0
  28. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv +0 -0
  29. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv +0 -0
  30. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv +0 -0
  31. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  32. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv +0 -0
  33. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/results.csv +26 -0
  34. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_hook_args.json +1 -0
  35. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  36. copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/predictions.csv +1001 -0
  37. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  38. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  39. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv +0 -0
  40. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  41. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv +0 -0
  42. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv +0 -0
  43. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
  44. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv +0 -0
  45. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  46. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv +0 -0
  47. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
  48. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv +0 -0
  49. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv +0 -0
  50. copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 379, "1": 95}, "net_accuracy": 0.474}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 3}, "net_accuracy": 0.492}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json ADDED
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1
+ {"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_output.json ADDED
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1
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv ADDED
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv ADDED
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv ADDED
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv ADDED
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv ADDED
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copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/results.csv ADDED
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+ Layer,MLE,MLE_Corrected,TwoNN,Gride
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+ blocks.1.hook_resid_post,10.41254711151123,8.761612892150879,2.607046604156494,9.570124626159668
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+ blocks.2.hook_mlp_out,10.585662841796875,9.379232406616211,1.726261854171753,13.904698371887207
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+ blocks.2.hook_resid_post,9.493032455444336,8.072222709655762,3.0841610431671143,8.370097160339355
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+ blocks.3.hook_mlp_out,11.216609001159668,9.743303298950195,1.820340633392334,14.430235862731934
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+ blocks.3.hook_resid_post,10.251998901367188,8.680895805358887,3.24469256401062,8.870108604431152
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+ blocks.4.hook_mlp_out,12.02125072479248,10.250011444091797,1.7833271026611328,15.482863426208496
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+ blocks.4.hook_resid_post,10.94118881225586,9.206780433654785,2.8869426250457764,9.840130805969238
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+ blocks.5.hook_resid_post,10.511282920837402,9.112606048583984,1.5217061042785645,13.880223274230957
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+ blocks.11.hook_mlp_out,9.426579475402832,8.075435638427734,1.4011032581329346,12.460190773010254
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+ blocks.11.hook_resid_post,9.544273376464844,8.217344284057617,1.3208253383636475,13.130206108093262
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+ ln_final.hook_normalized,9.544442176818848,8.27176570892334,1.29645574092865,13.213902473449707
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "EleutherAI/gpt-neo-125M", "batch_size": 32, "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": 5, "pythia": false, "revision_step": 0, "save_dir": "experiment_results_res_post"}
copa_train/few_shot_5/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_intrinsic_args.json ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_resid_post.csv ADDED
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copa_train/few_shot_5/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv ADDED
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