diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e7cde521edf59150ca1655669386e9fb9c786ef0
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/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
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f5585d2b5b7320b1f3a5c7a90923a4679b52100
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/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
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0004/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0004/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71b74018f3c8eca9ba3ef1c8a57c322dfa30f30d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0004/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
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0004/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0004/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e724d93f81df1b272ccd91e37bf4f9131e46563
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0004/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
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0ea4439a2ed3ee1aefea84226ddfef919c51a3f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/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
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f456ec86e59b4a0f0e3d523f410d7dd5e72e2171
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/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
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b46fa42524ea9d63a0ea4519693769055ae13d56
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.6553663727576771,0.7491268033409263,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1a1ceb4df121c9b15ab17a6d9f64008c6b40c2a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.7632621541767393,0.7559000214546234,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc7c9e50367886d9810f040104ef9b1873803690
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.44588020674977197,0.5390246427831848,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43944d322eee225bddd7a0342be6bd5985ec5621
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.39339914047810903,0.4566938425230638,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18dd544ad7884b8fb0c632f4391a5982e9f631b9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.6582547886895713,0.7564022917098088,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af1d758499efc8b4bcd2a87eec155ccd60a200c2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.7888799355358582,0.7253414860902524,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d9a99f912aca7961e89d42819b405fb182c1e55
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.4022499239890544,0.4888003037205771,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83ca179596dde884077767a061ea2fe2bd02eb9f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.4912704807950577,0.5099334906672388,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68d6aa4c924629f561a36fecee5f673ca5a4cfef
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.5080191547582852,0.5001863739904743,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcb9842ac4d29deafa213c1def6d395c17b8d96f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.5,0.49887005649717514,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7427c02e2d2bc3af41253199c3d1ff5a327f809e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.5753268470659776,0.6608303996686685,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75198dddd797651d050d795829cb4a471110f71d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.6937617512758528,0.6106557963241078,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1e1c00bd2b1bce64c938d8950ae8bcac4819847
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.5080191547582852,0.5001863739904743,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d50ab75a5b02423e00e4d994da503315dd72d1a2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.5,0.49887005649717514,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0510143df3f9fb4e7921f13b61e43f7b778a51d5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8418024778366089,0.6215415019762845,0.6952474632429074,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdd949cb74197cc050a481182415e145f2fa49a1
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_1_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,1,0.8485139012336731,0.7010139672307278,0.6332046055925051,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0001_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0001_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..946eb4a3c6e96e52761327b727e8df4f9c20b9a5
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0001_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0001_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0001_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ebe05090679175356e9f0a34c9b4d89d442b19fb
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@@ -0,0 +1,2 @@
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/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_1/l2sp_lr0.0001_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d741498f0d411fc6806fc17d770239f4745fae4
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@@ -0,0 +1,2 @@
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/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_1/l2sp_lr0.0001_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5827e8c54fa7d329b1b884a01b955279cc523f2c
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@@ -0,0 +1,2 @@
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/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_1/l2sp_lr0.0001_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccd818e7fa8496b34b756b2ec853b184524ec253
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/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_1/l2sp_lr0.0001_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e22f6915b7262f26c74fdaee74d0c1bc80581f0
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2e96e5e065a9c6ec8e303e63f75c71ece9ecf28
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62d1625cd08ea13387b3af193a9d9765ab1ffa80
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c78e1127b294997d51a8eff63ef6757d30a67c1
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f793dece0a2556f1ac24852d8990c17773400e3f
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..869e1d67e7778ae74bddbe711e021565c8c3e953
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr0.0004_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63d9624309f14f9d00ad4ddc07f1dc19c160c3a5
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diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/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_1/l2sp_lr1e-05_b0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..634b5809945ba7c84b6f456d4bd8e41b29df009f
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+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr1e-05_a1.0/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,1,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.715491030708422,0.8418024778366089,0.7988368882446331,0.8022054255539449
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr1e-05_a1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr1e-05_a1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cc9b43ea3842f3310b93ddfae206fc50ae04724
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr1e-05_a1.0/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,1,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7990867579908676,0.8485139012336731,0.7348673389115353,0.7350389758993063
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_2/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_2/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..422c9db5cf90fc54e4e5fea11c3788d6528a76c8
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_2/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_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,2,0.8293384313583374,0.7543384700819102,0.7336396700655972,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba4def78414acf1bbaefcb437c183f8cc99eb9ba
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_SST5/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,SST5,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.7076124567474048,0.5696832537651062,0.6207620589171217,0.5953200051114624
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd6bcdcf5fd2c5673a5cfc0c44b9238e12df0ef7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_electra/dataset_SST5/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,SST5,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.49736365134289007,0.5696832537651062,0.6207620589171217,0.5372577170972572
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b03c432189cb358e070426713f6dfb4cb18eb633
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_electra/dataset_SST5/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,SST5,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.5003295435821388,0.5696832537651062,0.6207620589171217,0.5511851994764927
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fee963904fd9ec95a87992ebdf9a3753b29be450
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_electra/dataset_SST5/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,SST5,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.6842972483110892,0.5696832537651062,0.6207620589171217,0.6081546200688377