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baseline_results_on_embeddings_pooling_search/electra_probes_ds_with_lr_hyper_train/.ipynb_checkpoints/attention_probes_rocauc-checkpoint.csv

@@ -1,3 +1,2 @@
 model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,layers_plus,roc_auc,batch_size,lr
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-1,0,0.6383247772912577,64,3e-05
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-1,0,0.6383247772912577,64,3e-05
+electra,toxigen,0,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/0/,attention,-1,0,0.5642531511756803,64,3e-05

baseline_results_on_embeddings_pooling_search/electra_probes_ds_with_lr_hyper_train/.ipynb_checkpoints/probes_rocauc-checkpoint.csv

@@ -1,21 +1,17 @@
 model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,roc_auc,lr,batch_size
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,linear,-1,0.678955911218481,3e-05,64
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,linear,-3,0.5523441038804168,3e-05,64
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,linear,-6,0.6206137701947758,3e-05,64
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,linear,-9,0.6066623886456288,3e-05,64
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,linear,-1,0.5685659356910466,3e-05,64
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,linear,-3,0.5691187448064112,3e-05,64
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,linear,-6,0.5729672821509556,3e-05,64
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,linear,-9,0.6141286742440247,3e-05,64
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,linear,-1,0.6872235712427369,3e-05,64
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,linear,-3,0.4854486456797618,3e-05,64
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,linear,-6,0.6262719336281907,3e-05,64
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,linear,-9,0.6004430087011823,3e-05,64
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-electra,cola,3,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/3/,linear,-9,0.60614513091113,3e-05,64
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-electra,cola,4,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/4/,linear,-6,0.5739193429725388,3e-05,64
-electra,cola,4,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/4/,linear,-9,0.6090829241926039,3e-05,64
+electra,toxigen,0,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/0/,linear,-1,0.50745490717154,3e-05,64
+electra,toxigen,0,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/0/,linear,-3,0.46121319346053047,3e-05,64
+electra,toxigen,0,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/0/,linear,-6,0.5001798574354531,3e-05,64
+electra,toxigen,0,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/0/,linear,-9,0.5101490981434307,3e-05,64
+electra,toxigen,1,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/1/,linear,-1,0.6814709959007933,3e-05,64
+electra,toxigen,1,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/1/,linear,-3,0.4834888967530744,3e-05,64
+electra,toxigen,1,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/1/,linear,-6,0.5417735704385266,3e-05,64
+electra,toxigen,1,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/1/,linear,-9,0.5092600784452506,3e-05,64
+electra,toxigen,2,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/2/,linear,-1,0.40967914438502673,3e-05,64
+electra,toxigen,2,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/2/,linear,-3,0.46520244461420934,3e-05,64
+electra,toxigen,2,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/2/,linear,-6,0.48233002291825816,3e-05,64
+electra,toxigen,2,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/2/,linear,-9,0.4666997708174178,3e-05,64
+electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,linear,-1,0.5898382401488551,3e-05,64
+electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,linear,-3,0.5058071486449986,3e-05,64
+electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,linear,-6,0.49583595930494284,3e-05,64
+electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,linear,-9,0.4843267008793254,3e-05,64

baseline_results_on_embeddings_pooling_search/electra_probes_ds_with_lr_hyper_train/attention_probes_rocauc.csv

@@ -1,113 +1,27 @@
 model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,layers_plus,roc_auc,batch_size,lr
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-1,0,0.6383247772912577,64,3e-05
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-1,0,0.6383247772912577,64,3e-05
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-3,0,0.5632832553223615,64,3e-05
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-6,0,0.5283293069605919,64,3e-05
-electra,cola,0,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/0/,attention,-9,0,0.5592292012683074,64,3e-05
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,attention,-1,0,0.6720785622737707,64,3e-05
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,attention,-3,0,0.6186286108646357,64,3e-05
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,attention,-6,0,0.5898543682483345,64,3e-05
-electra,cola,1,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/1/,attention,-9,0,0.5112850523232068,64,3e-05
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,attention,-1,0,0.6693225508050762,64,3e-05
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,attention,-3,0,0.6017221692249878,64,3e-05
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,attention,-6,0,0.5720485358309484,64,3e-05
-electra,cola,2,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/2/,attention,-9,0,0.5731976122336889,64,3e-05
-electra,cola,3,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/3/,attention,-1,0,0.6941488979310148,64,3e-05
-electra,cola,3,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/3/,attention,-3,0,0.6208357895644923,64,3e-05
-electra,cola,3,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/3/,attention,-6,0,0.5663865364983969,64,3e-05
-electra,cola,3,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/3/,attention,-9,0,0.5287738494054723,64,3e-05
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-electra,cola,4,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/4/,attention,-3,0,0.5762841013167574,64,3e-05
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-electra,cola,4,train,/workspace/AdUE/data/models/electra_runs_seeds/CoLa/4/,attention,-9,0,0.5328851553233338,64,3e-05
-electra,SST2,0,train,/workspace/AdUE/data/models/electra_runs_seeds/SST2/0/,attention,-1,0,0.8826592605450443,64,3e-05
-electra,SST2,0,train,/workspace/AdUE/data/models/electra_runs_seeds/SST2/0/,attention,-3,0,0.7910333027500186,64,3e-05
-electra,SST2,0,train,/workspace/AdUE/data/models/electra_runs_seeds/SST2/0/,attention,-6,0,0.6854960696307686,64,3e-05
-electra,SST2,0,train,/workspace/AdUE/data/models/electra_runs_seeds/SST2/0/,attention,-9,0,0.6448037295112456,64,3e-05
-electra,SST2,1,train,/workspace/AdUE/data/models/electra_runs_seeds/SST2/1/,attention,-1,0,0.8599504897212356,64,3e-05
-electra,SST2,1,train,/workspace/AdUE/data/models/electra_runs_seeds/SST2/1/,attention,-3,0,0.816510601657518,64,3e-05
-electra,toxigen,4,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/4/,attention,-1,0,0.694916981489165,64,3e-05
-electra,toxigen,4,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/4/,attention,-3,0,0.6469620538801419,64,3e-05
-electra,toxigen,4,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/4/,attention,-6,0,0.6147009368244054,64,3e-05
-electra,toxigen,4,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/4/,attention,-9,0,0.6058203946745864,64,3e-05
-electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,attention,-1,0,0.555498034272681,64,3e-05
-electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,attention,-3,0,0.5787341316287026,64,3e-05
-electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,attention,-6,0,0.5237612916779208,64,3e-05
-electra,toxigen,3,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/3/,attention,-9,0,0.5269499714894511,64,3e-05
-electra,toxigen,2,train,/workspace/AdUE/data/models/electra_runs_seeds/ToxigenDataset/2/,attention,-1,0,0.5732515076160275,64,3e-05
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baseline_results_on_embeddings_pooling_search/roberta_probes_ds_with_lr_hyper_train/attention_probes_rocauc.csv

@@ -1,118 +1,14 @@
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@@ -1,113 +1,9 @@
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