diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82c74ed74137493c8a4ce14c79de4d8a49794a8e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,cola,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8688046932220459,0.710178970917226,0.7254287844891872,0.8504314422607422,0.8079307952475935,0.8157611366461422
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cc234d3c8193b6ebdb70aa0e075855c0e40febb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,cola,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8542274236679077,0.7145051194539249,0.7141296928327645,0.8322147727012634,0.7380645161290323,0.7392725477287688
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33f3ffa774aa850210f6e542827b9348a063ad59
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,cola,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.8688046932220459,0.710178970917226,0.72110365398956,0.8504314422607422,0.8079307952475935,0.811200965513254
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67bbf8402316dac40cb7d977eba45db666e618f9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,cola,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.8542274236679077,0.7145051194539249,0.7140614334470989,0.8322147727012634,0.7380645161290323,0.7390947992100066
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34fc9705d6e555ec1d1400cbbb974ea119503bff
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.6933258762117823,0.7650753042523054,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f473ca0ed301d20c0a64f5a7deb970a46db64e5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.7017747440273039,0.7101579986833444,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98d852508776d2b92070a9b38c288876248ee5b1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.5252796420581656,0.6175635244124534,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a80d475998d5d81bee7e9350932a1462372eae7f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.37331058020477814,0.48383805134957214,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ed0adc1f73a1fb5726e18b77be70dda50692ffb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.7051826994780015,0.7668350533344896,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eafc2116a4014fa9454a33937a36d79b7397a616
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.6660750853242321,0.6958097432521395,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..413ab8265441684e6ebab0065f95f5c6d2f29660
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.5128262490678598,0.6003635128494204,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cf001e3ad45c4e47ca5d45d8b424b095bf7c410
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.39583617747440275,0.4985483870967742,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f64f0af06f0c6c2b134422b8d1234e9b1e6bd3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.5,0.5,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfa1469ebfaef3287b8e0e96c0915b5406aefab2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.51,0.4976958525345622,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6299c85a1e1a54405a71c2b5e9eaf4220fd6e1cd
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.6326249067859806,0.6915380279247247,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94cd252bb61c87b698385038a2b43c19ce865577
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.6164163822525598,0.6650164581961817,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..413871f637b97eaf9ccebf9d263012bb7b458b60
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.5,0.5,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af3fb1597de005c82c3ea0bae59785be1af339fe
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.51,0.4976958525345622,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..019bbeae2b3a289e7cbd74646f31dca175885c11
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,cola,train,True,3,0.8504314422607422,0.5743847874720358,0.6590856531668257,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b646e055a0ea550a88f3d381e854686a00d4f0fe
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_3_normalization_True_confidnet.csv
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+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,cola,train,True,3,0.8322147727012634,0.4992491467576791,0.5569157340355497,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff5cb33332cb6b76809a8b5318574edbcc8bf02a
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
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+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f725e240746bcb1c1ecb1bf3bd951e1f1972287
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d45baa0923ca5248cc04f44aaea79209e85498d
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1933308ca3e02b6f89a37fe72a3934c7c43a81f3
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed0f426996598aa0d5d7626a18cbbf55b2ccb389
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7ec779ae921b83d5515766abb4e47b01786ce4a
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f82d91bc7ed018f5bdace603b1feff73d470ff3b
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75b644bb3cfbd28a640d66a07818bbf1cd772765
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3bed5d294d48154380a3506d5f500a9237b121
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..94616fe370bd08e3a59f9ad389a28e4507b5d0f0
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index 0000000000000000000000000000000000000000..ab89981f81d82272ceb2681a6aa9a38c949fffe1
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index 0000000000000000000000000000000000000000..77c013c8b2f93c2773376289aa69ec16f094e503
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index 0000000000000000000000000000000000000000..bef1a000bc96d4f3133f300f5c985bad0a8acca4
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index 0000000000000000000000000000000000000000..e92bbdaefab1f5e3a5cf9ec87c7990f3b362a62c
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