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rottentomatoes_test/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/accuracy.json

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+{"total_per_class": {"0": 533, "1": 533}, "correct_per_class": {"0": 524, "1": 7}, "net_accuracy": 0.4981238273921201}

rottentomatoes_test/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/intrinsic/results.csv

@@ -0,0 +1,25 @@
+Layer,MLE,MLE_Corrected,TwoNN,Gride
+blocks.0.hook_mlp_out,7.154148578643799,5.869257926940918,12.513344764709473,5.540032386779785
+blocks.1.hook_mlp_out,13.19095230102539,11.951589584350586,15.880874633789062,11.050158500671387
+blocks.2.hook_mlp_out,17.59444808959961,16.24734115600586,20.84356117248535,15.280255317687988
+blocks.3.hook_mlp_out,16.832416534423828,15.558686256408691,20.510822296142578,14.150229454040527
+blocks.4.hook_mlp_out,19.93638801574707,18.297712326049805,23.105417251586914,17.247194290161133
+blocks.5.hook_mlp_out,18.438535690307617,16.867177963256836,23.123249053955078,15.410258293151855
+blocks.6.hook_mlp_out,19.13698959350586,17.425140380859375,23.35333824157715,16.010271072387695
+blocks.7.hook_mlp_out,16.973520278930664,15.536820411682129,20.75679588317871,14.028727531433105
+blocks.8.hook_mlp_out,19.723691940307617,18.01378631591797,22.084732055664062,17.11029624938965
+blocks.9.hook_mlp_out,18.85346221923828,17.311918258666992,22.9160213470459,15.800267219543457
+blocks.10.hook_mlp_out,21.32340431213379,19.05405044555664,25.101879119873047,18.010316848754883
+blocks.11.hook_mlp_out,21.16493797302246,18.136962890625,23.79804229736328,17.460304260253906
+blocks.12.hook_mlp_out,22.11501693725586,18.757509231567383,25.325496673583984,18.83033561706543
+blocks.13.hook_mlp_out,22.789560317993164,19.674909591674805,25.486143112182617,19.54524040222168
+blocks.14.hook_mlp_out,21.497840881347656,18.027751922607422,23.232900619506836,17.87031364440918
+blocks.15.hook_mlp_out,23.347675323486328,19.64661407470703,22.966552734375,19.683574676513672
+blocks.16.hook_mlp_out,23.036075592041016,19.11198616027832,22.885250091552734,19.434751510620117
+blocks.17.hook_mlp_out,22.958757400512695,19.139488220214844,23.257137298583984,19.450349807739258
+blocks.18.hook_mlp_out,22.88630485534668,18.99110221862793,22.58245849609375,18.95033836364746
+blocks.19.hook_mlp_out,22.86542510986328,19.139568328857422,22.73138427734375,19.114145278930664
+blocks.20.hook_mlp_out,22.57967185974121,18.57461166381836,21.681264877319336,18.700332641601562
+blocks.21.hook_mlp_out,21.539518356323242,17.78324317932129,22.851316452026367,17.39865493774414
+blocks.22.hook_mlp_out,18.604679107666016,15.972325325012207,21.562557220458984,15.050250053405762
+blocks.23.hook_mlp_out,18.07798194885254,15.783608436584473,20.08055877685547,15.050250053405762

rottentomatoes_test/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_hook_args.json

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+{"device": "cuda", "model_id": "EleutherAI/gpt-neo-1.3B", "batch_size": 16, "dataset_name": "rottentomatoes_test", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 1}

rottentomatoes_test/few_shot_1/EleutherAI_gpt-neo-1.3B/last_token_relative_depth_100/llm_intrinsic_args.json

@@ -0,0 +1 @@
+{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/gpt-neo-1.3B", "dataset_name": "rottentomatoes_test", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 1}