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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json

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mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_output.json

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+{"total_per_class": {"0": 1139, "1": 1153, "2": 1276, "3": 1137}, "correct_per_class": {"0": 1127, "1": 4, "2": 2, "3": 6}, "net_accuracy": 0.24208289054197663}

mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/results.csv

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+Layer,MLE,MLE_Corrected,TwoNN,Gride
+blocks.0.hook_mlp_out,8.508963584899902,7.146717548370361,11.011445045471191,6.2800493240356445
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+blocks.1.hook_mlp_out,11.274500846862793,9.805123329162598,12.839564323425293,9.59012508392334
+blocks.1.hook_resid_post,8.026779174804688,6.4698615074157715,11.022200584411621,4.920018196105957
+blocks.2.hook_mlp_out,12.40980052947998,10.718466758728027,13.247316360473633,10.520146369934082
+blocks.2.hook_resid_post,6.986870765686035,5.8415632247924805,9.731420516967773,4.590010643005371
+blocks.3.hook_mlp_out,13.171299934387207,11.35496711730957,14.400794982910156,11.380166053771973
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+blocks.4.hook_mlp_out,13.679442405700684,11.835363388061523,15.071956634521484,11.83017635345459
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+blocks.6.hook_resid_post,11.013875961303711,9.093118667602539,12.834405899047852,8.240094184875488
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+blocks.8.hook_mlp_out,17.00999641418457,13.52176570892334,15.45423412322998,15.360257148742676
+blocks.8.hook_resid_post,15.013402938842773,11.486980438232422,13.232122421264648,11.51016902923584
+blocks.9.hook_mlp_out,17.868165969848633,14.172179222106934,15.552912712097168,15.630263328552246
+blocks.9.hook_resid_post,19.072738647460938,14.454137802124023,14.652356147766113,16.42028045654297
+blocks.10.hook_mlp_out,18.926712036132812,14.62702751159668,13.434536933898926,17.800312042236328
+blocks.10.hook_resid_post,19.650846481323242,14.54954719543457,12.520816802978516,18.970338821411133
+blocks.11.hook_mlp_out,16.98703956604004,13.352388381958008,12.659911155700684,15.860268592834473
+blocks.11.hook_resid_post,18.292644500732422,13.774123191833496,12.490279197692871,17.440303802490234
+ln_final.hook_normalized,18.317386627197266,13.69633960723877,12.462095260620117,17.440303802490234

mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_hook_args.json

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+{"device": "cuda", "model_id": "EleutherAI/gpt-neo-125M", "batch_size": 32, "dataset_name": "mmlu_humanities", "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_res_post"}

mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_intrinsic_args.json

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+{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/gpt-neo-125M", "dataset_name": "mmlu_humanities", "distance_metric": "euclidean", "batch_size": 32, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 0, "pythia": false, "revision_step": 0, "save_dir": "experiment_results_res_post"}

mmlu_humanities/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/predictions.csv

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