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agnews_test/few_shot_5/gpt2-large/last_token_relative_depth_100/intrinsic/results.csv

@@ -0,0 +1,37 @@
+Layer,MLE,MLE_Corrected,TwoNN,Gride
+blocks.0.hook_mlp_out,27.92637062072754,13.393163681030273,14.800045013427734,26.220504760742188
+blocks.1.hook_mlp_out,25.104530334472656,13.644170761108398,17.31411361694336,23.04043197631836
+blocks.2.hook_mlp_out,24.950031280517578,13.434945106506348,16.783170700073242,22.920429229736328
+blocks.3.hook_mlp_out,25.532865524291992,13.756348609924316,17.362764358520508,23.306230545043945
+blocks.4.hook_mlp_out,25.70137596130371,14.051874160766602,17.870769500732422,23.09043312072754
+blocks.5.hook_mlp_out,25.107881546020508,13.977791786193848,18.514432907104492,23.173053741455078
+blocks.6.hook_mlp_out,25.88135528564453,14.444899559020996,19.67329978942871,23.928560256958008
+blocks.7.hook_mlp_out,24.058290481567383,13.960479736328125,19.06713104248047,22.010408401489258
+blocks.8.hook_mlp_out,23.90932273864746,14.020329475402832,19.701717376708984,22.03040885925293
+blocks.9.hook_mlp_out,23.591167449951172,13.96805477142334,19.65459632873535,21.770402908325195
+blocks.10.hook_mlp_out,24.290061950683594,14.302492141723633,20.269725799560547,22.480419158935547
+blocks.11.hook_mlp_out,24.623836517333984,14.352972984313965,20.125112533569336,22.82042694091797
+blocks.12.hook_mlp_out,24.591407775878906,14.367837905883789,20.24993324279785,22.830427169799805
+blocks.13.hook_mlp_out,24.649263381958008,14.486287117004395,20.704174041748047,22.950429916381836
+blocks.14.hook_mlp_out,24.61027717590332,14.547369956970215,20.660846710205078,22.880428314208984
+blocks.15.hook_mlp_out,24.001230239868164,14.311247825622559,20.086864471435547,22.910429000854492
+blocks.16.hook_mlp_out,23.56319808959961,14.187061309814453,20.424365997314453,22.430418014526367
+blocks.17.hook_mlp_out,23.830217361450195,14.273065567016602,20.56372833251953,22.830427169799805
+blocks.18.hook_mlp_out,23.04021453857422,13.520051956176758,18.204435348510742,21.500396728515625
+blocks.19.hook_mlp_out,21.68061065673828,12.514175415039062,15.758645057678223,20.11036491394043
+blocks.20.hook_mlp_out,21.935733795166016,12.764507293701172,16.153669357299805,20.70037841796875
+blocks.21.hook_mlp_out,21.772708892822266,12.602168083190918,15.735088348388672,20.400371551513672
+blocks.22.hook_mlp_out,22.36899185180664,12.869085311889648,15.766751289367676,21.260391235351562
+blocks.23.hook_mlp_out,20.813106536865234,12.226760864257812,15.22918701171875,19.76653289794922
+blocks.24.hook_mlp_out,20.29477310180664,11.669493675231934,13.974004745483398,19.090341567993164
+blocks.25.hook_mlp_out,20.586437225341797,11.29074764251709,12.834464073181152,19.53388786315918
+blocks.26.hook_mlp_out,19.00942611694336,10.172013282775879,11.839322090148926,17.1802978515625
+blocks.27.hook_mlp_out,18.661100387573242,9.806217193603516,11.201984405517578,16.870290756225586
+blocks.28.hook_mlp_out,18.855831146240234,9.747365951538086,11.0309476852417,17.290300369262695
+blocks.29.hook_mlp_out,18.445661544799805,9.36854076385498,10.58850383758545,16.991046905517578
+blocks.30.hook_mlp_out,17.59156608581543,8.963982582092285,10.167306900024414,16.130273818969727
+blocks.31.hook_mlp_out,17.01534080505371,8.496455192565918,9.661907196044922,14.890246391296387
+blocks.32.hook_mlp_out,16.96892738342285,8.309935569763184,9.401015281677246,15.090250968933105
+blocks.33.hook_mlp_out,16.94837188720703,8.551432609558105,9.400614738464355,15.160252571105957
+blocks.34.hook_mlp_out,16.8370361328125,8.570921897888184,9.385334014892578,15.89026927947998
+blocks.35.hook_mlp_out,16.19634246826172,8.295769691467285,9.292616844177246,14.590239524841309

agnews_test/few_shot_5/gpt2-large/last_token_relative_depth_100/llm_hook_args.json

@@ -0,0 +1 @@
+{"device": "cuda", "model_id": "gpt2-large", "batch_size": 16, "dataset_name": "agnews_test", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 5}

agnews_test/few_shot_5/gpt2-large/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": "gpt2-large", "dataset_name": "agnews_test", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 5}

agnews_test/few_shot_5/mistralai_Mistral-7B-v0.1/last_token_relative_depth_100/accuracy.json

@@ -0,0 +1 @@
+{"total_per_class": {"0": 1900, "1": 1900, "2": 1900, "3": 1900}, "correct_per_class": {"0": 1638, "1": 1881, "2": 1678, "3": 1129}, "net_accuracy": 0.8323684210526315}