diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..646c864ebb9fc8346f5f97d91bc7801f7d7e7a9b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.8785881413000057,0.7262347340583801,0.8362490845933288,0.8431717311780863
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..743a3068573ebd889e4741ecc90d35cf5c8c20f7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.876933173543343,0.7262347340583801,0.8362490845933288,0.8433011736710423
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e66b402d9d1f95d75aee42f18b2aaa1feab1fce
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8572732979512641,0.8259628393654126,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b1232269c7af1aa6d0e31796580b1f74f245513
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8604405638303942,0.8175028858583189,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14c5bee722605a4b012512646c439410421f6124
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8726958854077499,0.8312500332472157,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d8dace1ccc3711f52391df89da9490f2fe089cb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8602122924156822,0.8200991830937465,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..162d66106581e15a84b39c5ef6aab523b6158986
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8450322433373282,0.8245122411815085,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9c18ce032169769c8d437efcb6a4f67ff4a2261
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8498830108999601,0.802178313240194,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6ddb6984c6d8ab6e7a954826a8db3f7c41fa88a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.851381042059008,0.8322509517569603,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d239c52646272c00d7e83887965587812c13d808
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8550191177309823,0.7995851634078486,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a50ac9bf8261aacb60fdf93c9b06a8b1e84b5a4
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.879501226958854,0.7262347340583801,0.8362490845933288,0.8374216473951028
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a7c640d1e46bd1bc160ba5eab96665a77a6acdb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.8743936540546711,0.7262347340583801,0.8362490845933288,0.844261441918444
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a4e2cf34bc89d7f59dc92dedef9ede049e517ed
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8753638075671974,0.7262347340583801,0.8362490845933288,0.8417298659294946
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee2519de842ab4d2144a78f4541975417f669c6f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8746219254693831,0.7262347340583801,0.8362490845933288,0.8426111387924966
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6b16b40835927fae6984c7a253d0a6019d1ec23
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8718256006391599,0.7262347340583801,0.8362490845933288,0.8434066781687257
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3401fb3324ce1e8fb2ba49babaa3c6952068c361
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.8100781829595389,0.7262347340583801,0.8362490845933288,0.788336965406937
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e702c82a36d19bd119911ed819d57d8a88439b3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0004,entropy,0,0.7814569473266602,0.8621811333675741,0.8536780231695485,0.7262347340583801,0.8362490845933288,0.8195187753676255
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5bf1c7b1165da75e37db805d0e72890732ea9099
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.6018803857786909,0.7262347340583801,0.8362490845933288,0.5544427589337485
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6b66a0533dcce016ad16e1410c013281cc69e76
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.7724704673857217,0.7262347340583801,0.8362490845933288,0.7451678053468616
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af8408de9750587cc0b6b335bf34788d19d4a8
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.7814569473266602,0.8621811333675741,0.7960394909547452,0.7262347340583801,0.8362490845933288,0.7714886950600843
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc1b84404c67fa73fa63993e4bc25411ace30844
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.5527877646521714,0.7262347340583801,0.8362490845933288,0.5668779711928391
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f3dd19cc52b140268fed070be471a4f79fb22d2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.8786166752268448,0.7262347340583801,0.8362490845933288,0.843189285707953
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4934d5eda2583e45944f36d43181ae182fa61a44
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.879130285909947,0.7262347340583801,0.8362490845933288,0.8433462125658517
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_electra/dataset_20newsgroups/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_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28bf0df3f3d6513e276eb08f132cbe01c18e0e5b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.7814569473266602,0.8621811333675741,0.8806996518860926,0.7262347340583801,0.8362490845933288,0.8445459494252221
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ba5aa2c18bffb2d09d343df0c5fe882b2ccadbb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8769046396165041,0.7262347340583801,0.8362490845933288,0.8433197921118099
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39211eee986a4470c73c8b58b904d3ccb6b6e861
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8767905039091479,0.7262347340583801,0.8362490845933288,0.8425975739285088
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b612191cdd8d7ef77c6e2a0a3b37a402bbe0b678
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8755350111282315,0.7262347340583801,0.8362490845933288,0.8422257370686064
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c42e7184bacc175cc596267b1316445c9ea7111a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0001/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.9032176973353444,0.7238449454307556,0.8389883387888708,0.8597480106100797
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0001/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0001/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b17bccf3e7e50cfec9016f4860ab91075112a1dd
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0001/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.9121212121212121,0.7308815717697144,0.8487703917190589,0.8675562916073516
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86eb8e911e4ff1812b4a64f9cf7e91432b51b54a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0004/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.9146416401318362,0.7238449454307556,0.8389883387888708,0.8534001283932501
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0004/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0004/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e616ff8dc54a655f4b45691278281625ab7911d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/bce_lr0.0004/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.924058769513315,0.7308815717697144,0.8487703917190589,0.8589156290173484
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f460890680a1111df1b4b2ca38e8d744e0179671
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.8813753421596559,0.7238449454307556,0.8389883387888708,0.844472564760991
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc02c6da0a5e0b336d40b76e3f7bdbf756bc6f1a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.01/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.9027548209366392,0.7308815717697144,0.8487703917190589,0.8636083176840179
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20671cdff81ec91b7326784aaee8046dcaada271
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.875062845651081,0.7238449454307556,0.8389883387888708,0.839785858400587
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83162cf7db2317bf72a11039207b1d32f72dc573
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b0.1/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.897398224670952,0.7308815717697144,0.8487703917190589,0.8614538426967098
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b393e20b47f2696bb49a3a5ee3e1fd2f33764f3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.8757052678621307,0.7238449454307556,0.8389883387888708,0.8440082855973813
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c462742ec175186a87f53faa9b1823144f4efe44
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0001_b1.0/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.8901132537496175,0.7308815717697144,0.8487703917190589,0.8550149727094757
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19796f60714b1996cb67c8e5fe60ac6166da9b79
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.8769063180827886,0.7238449454307556,0.8389883387888708,0.8395792475591174
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b2fe6e315cd297cc0bf29624d15ba8d27325b6c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.01/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.9059993878175696,0.7308815717697144,0.8487703917190589,0.8559060315172958
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cf0014a325f138e6383493b609929c7308b82e3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.8753700910563655,0.7238449454307556,0.8389883387888708,0.8419178389017439
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfc66f28536eadea7cb853200cc8db86d4875b5d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b0.1/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.8982246709519437,0.7308815717697144,0.8487703917190589,0.8590813750965058
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9a4327d83ad6faf3c297ddc9aa1321ba7f01dc5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.8762918272722193,0.7238449454307556,0.8389883387888708,0.8420929687059089
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1691d7ae06b892c96889f3cb34dc86044d281eb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr0.0004_b1.0/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.8911539638812366,0.7308815717697144,0.8487703917190589,0.8563398659423846
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ca9e7a804e463f04d5e4dc40423322421015567
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.7748344540596008,0.8662085916987877,0.8781352997039271,0.7238449454307556,0.8389883387888708,0.8432735516959197
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87b01258eca18d56b13dfd3a9399b46c1b7df42d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.01/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.8013244867324829,0.8837159473523111,0.9002448729721457,0.7308815717697144,0.8487703917190589,0.8642500628437081
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5138b4d03fcd180cc7b0130f40dfd767e85b99c7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.7748344540596008,0.8662085916987877,0.8758169934640523,0.7238449454307556,0.8389883387888708,0.8433939203679666
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6c1e889669e641535495d18fe7835feb9896c9d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b0.1/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.8013244867324829,0.8837159473523111,0.895684113865932,0.7308815717697144,0.8487703917190589,0.8617709961836729
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fe8b46c202a31575ae18f51cffb7b054740bf8d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.7748344540596008,0.8662085916987877,0.874196972236188,0.7238449454307556,0.8389883387888708,0.8430810500028219
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d855c703192755077219c98899158a49d9eceb9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/l2sp_lr1e-05_b1.0/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.8013244867324829,0.8837159473523111,0.8898071625344353,0.7308815717697144,0.8487703917190589,0.8545734312485352
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84b60baed89485c5afc24dccbd59278c9675a41d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0001/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.8451203843360707,0.7238449454307556,0.8389883387888708,0.7971609748010611
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0001/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0001/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..703c84eee8d148123f94b410567c43ba9b82b313
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0001/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.8228650137741047,0.7308815717697144,0.8487703917190589,0.7584241262484166
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af4967e45f9bc364387f9ff0b0b900d9b4965eb3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0004/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.8749231886486789,0.7238449454307556,0.8389883387888708,0.82450706162876
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0004/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0004/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9998a628ae386011ce2597f6c5721de0c47c970
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randcls_lr0.0004/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.8606672788490971,0.7308815717697144,0.8487703917190589,0.783279496103242
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0001/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b8be592d6493f768e6a331758aa086573dc30fc
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0001/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.782246801854645,0.7238449454307556,0.8389883387888708,0.7568430251425025
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0001/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0001/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aab4bc0e279c0c24098d37124090002436533f62
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0001/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.7850627486991124,0.7308815717697144,0.8487703917190589,0.7371507805390175
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0004/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b589abd3bde3747e8f1aff1475f0104fc37d059
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0004/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.8199821239036925,0.7238449454307556,0.8389883387888708,0.7799441101360123
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0004/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0004/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe53f3c2326b7711f9dbfd2b3d6b221732b86653
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/randlin_lr0.0004/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.807774716865626,0.7308815717697144,0.8487703917190589,0.7526661639170024
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68fa9d83ebf23044a306ce1dc8e16566357b747a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.9031339031339032,0.7238449454307556,0.8389883387888708,0.8597506560753992
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd84fb2abcfe56aa2afbf0b1c97cecd54130d0d1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.01/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.9120906029996938,0.7308815717697144,0.8487703917190589,0.8675716160623589
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ab94756442f1c90112244c792a908784d6959d1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.903050108932462,0.7238449454307556,0.8389883387888708,0.8595168851233139
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcd6949d6e37a9ecfd449c89bdfc4972f8679da2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a0.1/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.9122130394857668,0.7308815717697144,0.8487703917190589,0.867613556676063
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95816040e1f9ee012a593515cbce3be7b4ce8d6e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.7748344540596008,0.8662085916987877,0.9024635495223731,0.7238449454307556,0.8389883387888708,0.8590766796941136
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb946599a7c91683cc007039f7699407e2bda4b6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0001_a1.0/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.8013244867324829,0.8837159473523111,0.9104071013161922,0.7308815717697144,0.8487703917190589,0.8710523285330151
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41681dbb387ada05ba6819f787681823a76d0a8c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.9146137087313558,0.7238449454307556,0.8389883387888708,0.8534016274902646
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91cde351ab2710129763e57012c58fc91386fa56
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.01/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.9240893786348332,0.7308815717697144,0.8487703917190589,0.8589417074758697
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e0fe5340fba9179602e6b8fc64021d6e614196e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.9148650913356795,0.7238449454307556,0.8389883387888708,0.8534362830859529
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c44de8f792d8c4920bf06ba8917292ba665c237
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a0.1/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.9242424242424242,0.7308815717697144,0.8487703917190589,0.8592333202044873
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccf5706783e4edbe7bbf9bc30ada69ad018ea2b1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0004,entropy,0,0.7748344540596008,0.8662085916987877,0.9146137087313558,0.7238449454307556,0.8389883387888708,0.851599139694678
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21385ab1aa3c5791572da934b405f5f7e4b3972d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0004,entropy,0,0.8013244867324829,0.8837159473523111,0.9248546066727885,0.7308815717697144,0.8487703917190589,0.8616189166506476
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.01/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..709f55e4293477b2380b5a14599fdea9d5e25a57
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.01/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,1e-05,entropy,0,0.7748344540596008,0.8662085916987877,0.8785263393106529,0.7238449454307556,0.8389883387888708,0.8425604224279022
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.01/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba901cd0025227c966a9bedd8edb703ce3b888aa
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.01/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,1e-05,entropy,0,0.8013244867324829,0.8837159473523111,0.9005509641873279,0.7308815717697144,0.8487703917190589,0.8645820927021988
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.1/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d84ab6cf61a33e6afd69c6312f5163673625295c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.1/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,1e-05,entropy,0,0.7748344540596008,0.8662085916987877,0.8787777219149768,0.7238449454307556,0.8389883387888708,0.8427015139116203
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.1/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d463cd3a082f4784e659f3ec971d5d55bbfbd9f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a0.1/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,1e-05,entropy,0,0.8013244867324829,0.8837159473523111,0.900581573308846,0.7308815717697144,0.8487703917190589,0.864604676109578
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a1.0/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77891c22970eb8215bdf78a6c94a7181021464a1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a1.0/model_electra/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,1e-05,entropy,0,0.7748344540596008,0.8662085916987877,0.8814032735601364,0.7238449454307556,0.8389883387888708,0.8458568485806197
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a1.0/model_roberta/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..781da817aecd73a196316ec3b6d1cdac930dfe75
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr1e-05_a1.0/model_roberta/dataset_20newsgroups/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,20newsgroups,train,4,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,1e-05,entropy,0,0.8013244867324829,0.8837159473523111,0.9016222834404652,0.7308815717697144,0.8487703917190589,0.8650550000067213