diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..669bc47e3107fdb3d6e15f116d750b3e82cf6ac4
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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
+0,google/electra-base-discriminator,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8717201352119446,0.7103982973548191,0.7152629978716936,0.8418024778366089,0.7988368882446331,0.7898081038172154
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae0694abda47e5cb518b2aa37c6932a9defe59d7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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
+0,roberta-base,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.851311981678009,0.7937147461724415,0.8178887993553585,0.8485139012336731,0.7348673389115353,0.7249409997854538
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0004/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0004/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0172ef86dd39400e40adcd79b3d4b8b645bcdd1f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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
+0,google/electra-base-discriminator,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0004,entropy,0,0.8717201352119446,0.7103982973548191,0.7064457281848586,0.8418024778366089,0.7988368882446331,0.7862946089597571
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0004/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr0.0004/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1de6e7319a10813678dc9e88a365ae4049415068
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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
+0,roberta-base,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0004,entropy,0,0.851311981678009,0.7937147461724415,0.8297743755036261,0.8485139012336731,0.7348673389115353,0.7270578559679611
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df303bb80f90d7d16818f6ee7ef6651ee2122337
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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
+0,google/electra-base-discriminator,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7105503192459716,0.8418024778366089,0.7988368882446331,0.7978774073307102
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/bce_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d2ad14f66db19235d877af82e3c3d6ecc29e0d2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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
+0,roberta-base,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7962664517861939,0.8485139012336731,0.7348673389115353,0.7341021240077237
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..118eb3fab6a1d75b2d7405bd72501a4fed3239b1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7226360595925814,0.8067853938013392,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..202636468dd0790cf58fe2d8bd03ea36580421c6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.8024442653773838,0.7277801616248302,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..640faa9c6950d72c8268f6bc814b8d5179feac1b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7451352994831255,0.80584662110858,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..a4e1f1df98be134c8bac01da5075822b637fa8a2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.7876712328767124,0.7125688335836373,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..16b8e06418ecc5de3273d6d4bef80b53f2678e42
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7011629674673154,0.7829329743908331,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..4b835ccf0d0c4289d1e83fed001bfb5ca4c52ef1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.8058353478377653,0.7287813773868269,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..f8acac0e49961b4d0ca0d5eb2f1116df60ab656f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7442991790817878,0.7987609581003657,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..1517b9cb88bbe988cfbe2d49d2d260c43a61a19e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.7754499059897931,0.7054101408853608,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..c5ff1a817215a4c1307cbb4fef19b976afe541a9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7100182426269382,0.7551011251466831,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..a9a8743cb96554ad862e6406bafcba1526ad7d7b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.5,0.4994350282485876,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..7b4f660738f5b81f648dc44ca7d11448189f5f54
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7347978108847675,0.8077483260854559,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..a999ac0bd1d9f7a79121b9217eb46742590ec6b5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.7755842062852538,0.7035006793964099,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..5ede63c108b2b189e8836a8a170c665864fa6152
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7088780784432959,0.7665424173396838,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..c07000966fa6c9adb68269b5772ddbecacfb974a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.5,0.4994350282485876,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..eabdb9214982113c7dce27ab0753791c2d5e8e0f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8418024778366089,0.7516722408026756,0.8021122385587078,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..9d3ed0b3778c2a9154ad981d4c8148e990eb4611
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,1,0.8485139012336731,0.7724281493419286,0.7180826718157763,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..9d6e3ee6df4309177722470f137ae93daaa3c690
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr0.0001_b0.01/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_l2sp_only,100.0,0.0,0.01,cls_head,0.0001,entropy,0,0.8717201352119446,0.7103982973548191,0.7112344177561568,0.8418024778366089,0.7988368882446331,0.7978636018499344
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..6544b287d517e7e9f958b4d98633cde556eb75cd
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr0.0001_b0.01/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_l2sp_only,100.0,0.0,0.01,cls_head,0.0001,entropy,0,0.851311981678009,0.7937147461724415,0.8156056943325276,0.8485139012336731,0.7348673389115353,0.7308624758635487
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..34bf34c6c2d0f28e9d8b131ae70897cc8d93f1c6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr0.0004_b1.0/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_l2sp_only,100.0,0.0,1.0,cls_head,0.0004,entropy,0,0.8717201352119446,0.7103982973548191,0.7139708117968987,0.8418024778366089,0.7988368882446331,0.802633395457997
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..16e3ff0bc186c999a8ed78834b68382a8058e210
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr0.0004_b1.0/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_l2sp_only,100.0,0.0,1.0,cls_head,0.0004,entropy,0,0.851311981678009,0.7937147461724415,0.8237308622078969,0.8485139012336731,0.7348673389115353,0.7013623685904312
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..fa3fb2818b0ba1d46260fcfbb7f0c2c7df158b15
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.01/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_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7105503192459716,0.8418024778366089,0.7988368882446331,0.7978843100710982
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e993610e0a8f225bb0e231c3d6069a5429b9bdab
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.01/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_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7943862476497449,0.8485139012336731,0.7348673389115353,0.735196309804763
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3b25abbdd390656a162ff4b94db302596b172b2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.1/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_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7130586804499848,0.8418024778366089,0.7988368882446331,0.8015082487747635
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d2c33918dbb4c925c9f59eecd61d41f629d5b16
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b0.1/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_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7945205479452055,0.8485139012336731,0.7348673389115353,0.7354394622041052
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..765a16dbee187753fde9bd2adb6765a0581620cf
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b1.0/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_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7118425053207663,0.8418024778366089,0.7988368882446331,0.7992234417063574
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e38978bbe449193732bd7ca11c1a136b0f2f514
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/l2sp_lr1e-05_b1.0/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_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7991539081385979,0.8485139012336731,0.7348673389115353,0.7353607952513768
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61f7d2951c2a6d26895755c6ec5366e32b19f980
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_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,1,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.8717201352119446,0.7103982973548191,0.7445272119185162,0.8418024778366089,0.7988368882446331,0.8137606129633465
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4888de11a6a2b6e059164776910c47a0dcea89c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_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,1,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.851311981678009,0.7937147461724415,0.6015310233682515,0.8485139012336731,0.7348673389115353,0.5067689337052135
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f49be5778f2253f32c965b13942fd6e601d27f0
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_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,1,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7554727880814838,0.8418024778366089,0.7988368882446331,0.8146579692137779
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..600d41b528c1c5d0bedbd2818399fae0c87c0c92
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randcls_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,1,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.6058957829707224,0.8485139012336731,0.7348673389115353,0.4931094900951155
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0001/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4acdfe134a2d4b14f7e31ff5ee24878b55b8c75
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_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,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.8717201352119446,0.7103982973548191,0.6016266342353299,0.8418024778366089,0.7988368882446331,0.6413853799958584
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0001/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23bc9d0645c38b361b5635e603f240bd8844473a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_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,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.851311981678009,0.7937147461724415,0.6844614558152027,0.8485139012336731,0.7348673389115353,0.5162733319030252
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0004/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0004/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b9c58cbd072d94c37031b532a6ae2b2e3a0f9b9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_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
+0,google/electra-base-discriminator,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.8717201352119446,0.7103982973548191,0.7432350258437215,0.8418024778366089,0.7988368882446331,0.7728342652032856
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0004/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr0.0004/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c64690fdc8130e4a41f57f65c25333160231ee4a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_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
+0,roberta-base,LoraConfig,cola,train,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.851311981678009,0.7937147461724415,0.6778135911899006,0.8485139012336731,0.7348673389115353,0.5235249946363442
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22549442a1e80f10ff354d0a9356d37b3c9cd7ab
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_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,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.605883247187595,0.8418024778366089,0.7988368882446331,0.6347311382618899
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c87d33e3db9be72b722b465f10108f9ffdc40a35
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/randlin_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,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.688221864088101,0.8485139012336731,0.7348673389115353,0.5228312951441035
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..135b9acac2b7ed6a09f3e99bd0b365066df25ad6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a0.1/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,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8717201352119446,0.7103982973548191,0.7112344177561568,0.8418024778366089,0.7988368882446331,0.7907813902119142
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0890d5108bdc1dd5b4467fd034e9f281d42ba509
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a0.1/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,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.851311981678009,0.7937147461724415,0.8047945205479452,0.8485139012336731,0.7348673389115353,0.7279231924479724
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dc14d5d698c3599764582eab9f0738a0f1d3fa4
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_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,0.0001,entropy,0,0.8717201352119446,0.7103982973548191,0.7166311948920645,0.8418024778366089,0.7988368882446331,0.7938945261268722
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_a1.0/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..203468037985551e35f5e7e5c43b782e097feabe
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0001_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,0.0001,entropy,0,0.851311981678009,0.7937147461724415,0.7915659414450712,0.8485139012336731,0.7348673389115353,0.7269291282271328
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8988e7f0b529b55a2417a3a7792ab4691c32f9ed
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.01/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,100.0,0.01,0.0,cls_head,0.0004,entropy,0,0.8717201352119446,0.7103982973548191,0.7428549711158406,0.8418024778366089,0.7988368882446331,0.7965796921377787
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d46a3297ca4d6afff302822a6c2371d1d782b7b7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.1/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,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.8717201352119446,0.7103982973548191,0.7198996655518394,0.8418024778366089,0.7988368882446331,0.7952060468005797
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..963992e26f892c85d998eb7deb4b551a6186568f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr0.0004_a0.1/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,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.851311981678009,0.7937147461724415,0.8102336825141017,0.8485139012336731,0.7348673389115353,0.7261853679467927
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.01/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d36e00e8398beef879e5a7dbfa85e74cddad73c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.01/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,100.0,0.01,0.0,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7105503192459716,0.8418024778366089,0.7988368882446331,0.7978843100710982
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.01/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ef00174cea943bea2e11e76a0caec748f710d0d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.01/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,100.0,0.01,0.0,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7962664517861939,0.8485139012336731,0.7348673389115353,0.734116427090038
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.1/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e8eb3404dcbd01ed75ae51b2847c56b475761ed
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.1/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,100.0,0.1,0.0,cls_head,1e-05,entropy,0,0.8717201352119446,0.7103982973548191,0.7105503192459716,0.8418024778366089,0.7988368882446331,0.7978843100710982
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.1/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3fdcdc0b4d9daeb574b9cee83dc83f397a5c489e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a0.1/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,100.0,0.1,0.0,cls_head,1e-05,entropy,0,0.851311981678009,0.7937147461724415,0.7961321514907334,0.8485139012336731,0.7348673389115353,0.7340949724665665
diff --git a/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_1/reg_lr1e-05_a1.0/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6afbfbde4a9558c8cddfaecf7665f0a1563eb8bb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,0,0.8717201352119446,0.7103982973548191,0.7105503192459716,0.8418024778366089,0.7988368882446331,0.7978843100710982
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..cdba816edd122c970c0bf7b5a9d5f18a8f6d68fd
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,0,0.851311981678009,0.7937147461724415,0.803921568627451,0.8485139012336731,0.7348673389115353,0.732450118000429
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67a11839485f4c0ae7cf605da17ff4ad90168401
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.744854586129754,0.8041174236337341,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e34bb309792d5bac48bec0437d940d5b86a83604
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0/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,2,0.8293384313583374,0.746182146327919,0.7308436708449698,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f9b0e5bf6bd6c751bb28f7b4f0e5c9d62c34757
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0001/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.7736763609246831,0.8151834105152441,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d04f354851cc530ea9d2fe419fcb0452b2a9ea6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep30_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,2,0.8293384313583374,0.7764820213799806,0.7470968370461779,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71a65927345f03f83bca17083c359061e8815bd1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.7445935868754661,0.8035111682468263,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45bc12f7ae0fd7d35495d0d5f958a37cea722ee5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0/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,2,0.8293384313583374,0.7421213383312508,0.7336591543807234,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48bbaeeb55e90f9f8627ab2e96a2855566ecadc0
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.0003_ep50_wd0.0001/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.7725950782997764,0.8037449052634654,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/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/trainval/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..951e2385740f91fcd36083863cda37b5e622e1bd
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/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,2,0.8293384313583374,0.7819658475635152,0.7493245437422874,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5dd9cb84a806557e4bd9111805bf3fa3b7945a6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.7403057419835944,0.7933070866141733,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcdd7b3a2ceb4ddbac506c4318d4cd9d3195d272
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0/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,2,0.8293384313583374,0.5,0.5,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be476fd4f1528d8779a2de93a8987911b6187563
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0001/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.7667412378821774,0.8204351891078551,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96dc337bd35c8395db09348b1c0b3d5effbd656e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep30_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,2,0.8293384313583374,0.7741218936554213,0.7440572838864714,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd5801d085eebd804ab0297fd92686220f7394b6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.735868754660701,0.795856280951894,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23ab7ff552cd66fe3d1a3ac80e6b73c81c9df43d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0/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,2,0.8293384313583374,0.5,0.5,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66881e6a20a258623f8bae95ea3e59b49d0a9d98
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0001/model_electra/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
+google/electra-base-discriminator,LoraConfig,cola,train,True,2,0.8523489832878113,0.775316927665921,0.8045118548493128,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_cola/head_seed_0/LoraConfig_cola_seed_2_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e7d24389368a67e64e9f5f3968a7f900856b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/confidnet_lr0.001_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,2,0.8293384313583374,0.7959183673469388,0.7455251022926543,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/randcls_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_2/randcls_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a083e8d92007f5f95229d33ff195c74aa23f8e7c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/randcls_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,2,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,1e-05,entropy,0,0.8688046932220459,0.7010067114093959,0.7427293064876958,0.8523489832878113,0.7760616773552657,0.8234737703241641
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/randcls_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_2/randcls_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2adaf662c725554fc1585a85b7fadb9d510ed71c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/randcls_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,2,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,1e-05,entropy,0,0.8571428656578064,0.762529501596557,0.5794113563792864,0.8293384313583374,0.7494576865623174,0.5954504124180036
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/randlin_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_2/randlin_lr1e-05/model_electra/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b547ce208d3f9215dc1b3a2f15eddeba82915a98
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/randlin_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,2,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,1e-05,entropy,0,0.8688046932220459,0.7010067114093959,0.5747203579418344,0.8523489832878113,0.7760616773552657,0.6244467006559246
diff --git a/revision_runs/heldout_v3/trainval/runs/base_2/randlin_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainval/runs/base_2/randlin_lr1e-05/model_roberta/dataset_cola/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7faea9486c5a571387fdfa1955888c7c33d34732
--- /dev/null
+++ b/revision_runs/heldout_v3/trainval/runs/base_2/randlin_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,2,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,1e-05,entropy,0,0.8571428656578064,0.762529501596557,0.6044009440510897,0.8293384313583374,0.7494576865623174,0.6034844450217576