diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26be19ee782fd27c0a16d0fbb22f9950533406e8
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.5056022408963585,0.5453122425440765,0.544343888759613,0.6045090847855535,0.6101619503046423
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..545c3ffdcd420f77dc48246fc125207a839296ae
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6454934915142527,0.6363486571099027,0.5579185485839844,0.6134931485811955,0.6028044869799384
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d97ae3c79297761e8de8ae0695a7430bd89ee00
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.5384615659713745,0.5056022408963585,0.538638985005767,0.544343888759613,0.6045090847855535,0.6291685549449779
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93b2cc705c506141ac0d8562d467b97334a1fa02
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.5384615659713745,0.6454934915142527,0.6294282418849894,0.5579185485839844,0.6134931485811955,0.6070655074831423
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de7bcda55f95ecae83c963a5a65f0fa78d4c5037
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.5384615659713745,0.5056022408963585,0.539957159334322,0.544343888759613,0.6045090847855535,0.6263714266138691
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b336744babef5e7841a2d13196213c0c9682f15
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.5384615659713745,0.6454934915142527,0.6260504201680672,0.5579185485839844,0.6134931485811955,0.6109944788530359
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..216de88f08d78f0a3f6e4bff4ab4b5c3b0971588
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.5384615659713745,0.5056022408963585,0.5424287362003625,0.544343888759613,0.6045090847855535,0.6128142074472871
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61072c9ee8658243a1065ab7557238ff26302c06
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.5384615659713745,0.6454934915142527,0.596885813148789,0.5579185485839844,0.6134931485811955,0.5981504033151785
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/randcls_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/randcls_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f761ab44d01102a91bdc99b3a420b2103fcf38f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/randcls_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.5384615659713745,0.5056022408963585,0.5483605206788597,0.544343888759613,0.6045090847855535,0.5422458418667003
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c47f1ecdf1f970a73af61afed558f527d3782b0b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.5384615659713745,0.6454934915142527,0.5677212061295107,0.5579185485839844,0.6134931485811955,0.567669538061547
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/randlin_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/randlin_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4417b130bffefdfe498f601c055c3e43c603faff
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/randlin_lr0.0001/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.5384615659713745,0.5056022408963585,0.4852529246992915,0.544343888759613,0.6045090847855535,0.5604368753719805
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2d6df1f8167ffbc242326e9b002982a54379f23
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.5384615659713745,0.6454934915142527,0.5759597956829792,0.5579185485839844,0.6134931485811955,0.566660938819117
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35209ece8159161ed70024bed7539068ae7a1e85
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.5056022408963585,0.5434173669467788,0.544343888759613,0.6045090847855535,0.6120943916276835
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec831934768f36dcd4ab5e2788d495ed0e6784ca
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,1,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.5056022408963585,0.5374855824682814,0.544343888759613,0.6045090847855535,0.6192715001638571
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d94258d0db9a20f9dda2f86879c52316e4aaa890
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_1/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,1,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6454934915142527,0.6379963750205965,0.5579185485839844,0.6134931485811955,0.6107292546078043
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.01/model_electra/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.01/model_electra/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..809d3684d096dad9f7028aaa0523c2dc0b05fccf
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.01/model_electra/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f078d103defb4552dc81b3e9a054f0d1f87c4b9fcdb41cc782980df27833c1e
+size 4865198
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..ccf5de3b32d81bcb2c4b2225c82bdf00d8f757f3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d73e90f6912fc5dc89a5f1b1176cd39ddee63eee95825e399d60b126824bb751
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c5f6abbcf983cb832d537949d7228b83bbc4d92e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_2/l2sp_lr0.0004_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97d46a267f489c3be7d3a2b971e053aefcd5641c8406d700d7ab5dc75bad44d7
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..19c0b021cdbbe00b09f9274a23c0c4394dcfb2da
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22849d85d075bdfb657f48143ab0a2acd9a58f9b36a98e49192337f550544a13
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fca4c5dcfc40022505077236a005c1596fb056e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6553630363036304,0.5520362257957458,0.6254955290611028,0.619128580890876
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78ed89cda19e2bce3327045f42f67271dd0933df
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.6985500082385895,0.5696832537651062,0.6207620589171217,0.5963331103332556
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04a0b201614d9cca197542f68f938b07bffcb9ad
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6604785478547855,0.5520362257957458,0.6254955290611028,0.5994411326378539
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..87e972b4a3b3ee1cd4c4dbd97aecaceb6bf1c928
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:036d8289d0b8ecceee770f71569cd18a30a6d64cafb83ca85294a9765c882391
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bc8d068cd6c1ea9f3db433be5f56a2b3d21a5c9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/bce_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.6412541254125412,0.5520362257957458,0.6254955290611028,0.6172238781255174
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d3550a064b2e02c823e549560f74e40c1019e23
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.583910891089109,0.5972727272727273,0.0003,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..a69e41e20ea759fa8fe8ee858c481ad6b1f09102
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc90251a3a39efb3f398b5f52f3294cbcfd504eb1a37d686d7ffedc76589621a
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39c184d8d03caf88c0196df3eb70c14829344d7f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5514026402640263,0.5821717171717171,0.0003,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..d9ebb99eb74bae18d67c8c7483c5d3e972f984df
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:122f391feb4e4f894af3b15accf640a08c3ed700ea741214e2a4c151c239f09a
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2cbbbcf4d38b064c905f88d407ce219c462c6b9
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5924092409240923,0.5887816691505215,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..9ba981fd496a6e97eec109323482ee2657905ba3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1e73cc431be549d44fbfcee51a87c9706321acfecd94aedb3bc2b2d251c79f7
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e8f50174b5547be952b20c543924ff5e950aa82
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5532178217821783,0.591203841695645,0.0003,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..2313c6615e41172c97188a3d9893c8acc028fe64
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c96a44ee74cf748b490be1cad07625d026984e58cb36cc487005a5802e9ecf7c
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7734e1735e7f1e91c09e1b22590958374d68203c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5547029702970298,0.5969829441960589,0.001,30,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3f44c176052ba01761a1994e07aba53f33fd417c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37090f6cb4962243686284f6f15cbfd95de9c0e18e85e822e5592535004640f2
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c42d562aaa6179b6f535e1d49610660078177be
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5255775577557755,0.5951403378042722,0.001,30,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b0706d6dfb26f230fd9ad51e58c1adfa6f16583b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep30_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30e965b6338f7e01db82b13a7de5018bfff0524fb24bb1182a7a926bafec7679
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52f78441e35a086ed0db524440dae70ae3693ce4
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5793729372937294,0.5939236628580891,0.001,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..459c8d890b5e165d9bbd682bc3247797f1806c8a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3804bb10c201daca74e79c670a93b2034f3f2e22bbda46200b91bb8b8034136
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75a42e57a5787b0fa39736500482dfda36922f9c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
+roberta-base,LoraConfig,SST5,train,True,3,0.5520362257957458,0.5945544554455445,0.580792349726776,0.001,50,1.0,400,0.0001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..9ae5029eacac5d698da65972f5a81f911bb2d534
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/confidnet_lr0.001_ep50_wd0.0001/model_roberta/dataset_SST5/head_seed_0/LoraConfig_SST5_seed_3_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a421c04308ddfc3eb1b433cd18b4efb12843fa250e31f1a76e21e30ebd319f6d
+size 80573
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3583b6d024368d073da7d00ceac64510076c1e89
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.6964903608502224,0.5696832537651062,0.6207620589171217,0.6076706180275936
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..133393eee6069886df1c6e050f1300d65160600e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6517326732673268,0.5520362257957458,0.6254955290611028,0.6200894187779434
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..f7ebc5496ba2912df4066fb4f5c512869270e0d2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:777633cffe8647b5d8390a662f58618e77b64ce424962320be0c7c41313dfc51
+size 4865198
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_SST5/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_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7941e22ddef90729aa9d63415fce6698e8e074b1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.6685615422639645,0.5696832537651062,0.6207620589171217,0.5951283252694166
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..596f1403c40b2084c13feeb9b63de32393346bcb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba651f0baa4253bc033cc28250b6808a196b5fb19bcdf797149020bcb5ebae8a
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3370a7acb0f6871f1fc02d9ee053ecb25384b4
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6505775577557756,0.5520362257957458,0.6254955290611028,0.6222768670309654
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c5dc04f79ce0c594676c9c3431c82dd26c03cdf6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac65c31d2fab4ab389a9d79ec417a8d176cc4ca3671342b312db59714d4ca57e
+size 4865198
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_SST5/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_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..489df01288414fa82921dc390959589d8615c0a5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.6513428900972152,0.5696832537651062,0.6207620589171217,0.5846970163925937
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..b048b24488cc313cee4523dcf59a7021f516f78c
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e33dc395cab78ece84a9cf4b749485392f7f2b3e52b940ba254f2b868d28003
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39e5cce3e6553f359ac055a65a82d079fe51fe3b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0001_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6446369636963696,0.5520362257957458,0.6254955290611028,0.6198012916045702
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c7a5a7feb56876833ca88e99b9713c87f5e75ed
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.6879222277146152,0.5696832537651062,0.6207620589171217,0.5935902928984914
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d06c4463a419fb590c20cf340827f18efbf83ffd
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6613036303630362,0.5520362257957458,0.6254955290611028,0.6069879119059447
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d3998b4ef9b6fdc85c830efc355f31905d4fe42
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.6754819574888778,0.5696832537651062,0.6207620589171217,0.5956139977232277
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a291654012b78bdfd60f77b36d8fb391233dd2c3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6573432343234323,0.5520362257957458,0.6254955290611028,0.6144543798642159
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c2cadf6828b051af9e7c4794e05ba1fa1501029
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.6532377656945132,0.5696832537651062,0.6207620589171217,0.5784939393256043
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73caa7df3cf1b68a18502b5727da3419979062bb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr0.0004_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6377887788778878,0.5520362257957458,0.6254955290611028,0.6128974167908594
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c81164b47ae795f9693cc0bb7d6a85003a940ad5
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6f9225e2a2dea44cb8cc9d84e71a90e3d6b89b675a9b5403aa803edc89a38c8
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3b61be68b976cbf6012023e69921da7eb9978d3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.01,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.6389438943894389,0.5520362257957458,0.6254955290611028,0.6189162112932605
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fb48975fa038d536dfb5bd584a5d393eb34d56c3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81e8a99d5219863ed7a88560277e9fe72b05ce2a1a412d11de4a21453efcbd0d
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d3140d491fa022e93ee896f91ea7ceb03678c3e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,0.1,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.6288778877887788,0.5520362257957458,0.6254955290611028,0.6140511674118232
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..9ed01f5388a660b7f7c3ce5e7ce4d5c5c9765e79
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a70bed1006e6e178cc4663f00f001f9774f04129d94d4c1967da51ad57c6eaf
+size 4865162
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e459ffb51686548b2fc9823350ffd6d3a204bc5e
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/l2sp_lr1e-05_b1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_l2sp_only,100.0,0.0,1.0,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.625990099009901,0.5520362257957458,0.6254955290611028,0.6184757410167245
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..0455f85b3f8a1f6a03f03e7d2d09c5a0b8fff295
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:616cc61ddd0302867a7bca3e05d9e6ff50b9a4d8669a44817855be2b71eabd87
+size 4865174
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae56df9a6681902a2b8ea8ad9c1b1d0f78d90a1f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.607013201320132,0.5520362257957458,0.6254955290611028,0.5783026991223712
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..80a69864a5f9c99035057b104bcfd7e1905371fc
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db74e9fb43df5ddecc983feb95ed79f140ec63aee7eb609c320993e42e874c44
+size 4865210
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ff609ec483a075691f9558ba49fa3287926f472
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.5155709342560554,0.5696832537651062,0.6207620589171217,0.5301187913896913
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcea40ed6c2bdd655712a6fd36c17cb02eaca4ae
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6301980198019802,0.5520362257957458,0.6254955290611028,0.5722106308991555
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c205ff5c49bb136802856355c3bc9ba05d953314
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63e5e5ca680fa0196f3a33273333df923aa96feaace5587ee4052786c1c6eaa2
+size 4865174
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..668d9bfccaf0210e9e6abcaa9c42ed67a6789c1b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randcls_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_cls_random,100.0,0.0,0.0,cls_random,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.5825907590759075,0.5520362257957458,0.6254955290611028,0.5758734889882431
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..cd29282d0b0f1d38d61ad89e80b4c703a26dee49
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e65211d99fec410e529e1f7e0b63981c6d815e16f9652be010c6c97dfa5fc26
+size 115116
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25e123da5600bc511557943158a60ea6787d0ad6
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0001/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.5908415841584157,0.5520362257957458,0.6254955290611028,0.5824275542308329
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28bbb9d8d783fec966da37f89f289ce72bc328c3
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.5252100840336135,0.5696832537651062,0.6207620589171217,0.5532489942028331
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..388fa637a7531898fbced6a664473102d2997527
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr0.0004/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6084983498349835,0.5520362257957458,0.6254955290611028,0.5920168902136115
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fba81bc207ced2fd8b96070b7a1b285343ab1f3f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31cb89f03ebfb00fe0ffc7e629c7776a8fc7102299493c487030028abd3c1689
+size 115116
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ce42ff04d8011e45870284d64b383c49588ea51
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/randlin_lr1e-05/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.4614686468646864,0.5520362257957458,0.6254955290611028,0.4913950985262461
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..cfd61f6994b3b2f921687690a440e623511618dc
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:469409a7f17462d818e4660d20bdb5007523422773a4cc9ac811bc49bfe380ef
+size 4865197
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_SST5/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_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..139499104118bcdecc8b84e19ef5020aa2afcf40
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.707282913165266,0.5696832537651062,0.6207620589171217,0.601670913690618
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..4e541d8cac0c0fdef65c11ffc6e79c076f7e7c8d
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffb54a91502797c31becf0619e274c92ba91e63fdceb007d10a418514eb35338
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3807091489642f1153ee8cb1eca43fd6bcdd6a1
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6551980198019802,0.5520362257957458,0.6254955290611028,0.6191993707567478
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fd207b70701ca647c23d3ee411cd3de4c36a2781
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3192b198e8ed027ee0cd1dee648b5650b84bcecb035850c8ac6f31c8df2247cb
+size 4865197
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_SST5/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_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0e4fabae58bc3f7a38c26187d46861de03019fe
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.5384615659713745,0.6805074971164937,0.7066238260009886,0.5696832537651062,0.6207620589171217,0.5969144139065187
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..d167e4085202d03eef8146e961dbe4deac304d6a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a1710063e209bedc646ae6cafed1d8fb40abe8ae2e65aca68a90f29f4dd82d5
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2a8a4e198df945a5a8520c6b0f2b62d6f248488
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6544554455445545,0.5520362257957458,0.6254955290611028,0.6197574101672462
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..3deaf84a10ed1688ffad9c49800370f53e311a35
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5664dbbfa5b8ecad82609b118004207ee45269b19730faebf6a1073155ce3e79
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..777d253d9df5cd4f1fba8bfe1fa997eec9d8aa2f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0001_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.5429864525794983,0.6017326732673267,0.6508250825082508,0.5520362257957458,0.6254955290611028,0.622946679913893
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8449f484d90d0f9ddd61579b4a60775928a5f1d8
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.01/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.698467622343055,0.5696832537651062,0.6207620589171217,0.5964625673071864
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10f0c2c5c04122a866f43e3119a1ca1cc1f01746
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6606435643564357,0.5520362257957458,0.6254955290611028,0.5996224540486836
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1217b94d2bf24443fd54f4dedbab8c9e5b1a57a7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.1/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.6968199044323613,0.5696832537651062,0.6207620589171217,0.597519938462001
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b2c57fcb3f12e843dccc02b91e0966ac108d5e2
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6586633663366337,0.5520362257957458,0.6254955290611028,0.6011475409836065
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d44092e89fe2a69b21557ada326b0b53f857b52f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a1.0/model_electra/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,google/electra-base-discriminator,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0004,entropy,0,0.5384615659713745,0.6805074971164937,0.6900230680507496,0.5696832537651062,0.6207620589171217,0.6015531496046551
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65c14632ce73259b47507f8c901e94373cb8c348
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr0.0004_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0004,entropy,0,0.5429864525794983,0.6017326732673267,0.6477722772277228,0.5520362257957458,0.6254955290611028,0.6181793343268753
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..22e259e73daba7477609bea13a47f029b2363d6f
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19bbd9519dda6a718e28b5f1e9582d2213e3da9c7ed6f19a11b393159df26540
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b7b32e63d4e4f8bce181275c61767af5ca38e8b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.01/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.6410891089108911,0.5520362257957458,0.6254955290611028,0.6172954959430369
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c6c27efa12a0a7243aff3c43d0e0c740d874625b
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:053f892f5adfa5d1ae258cf777a3bafd775984345c4016d97a397433b30ec542
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05041b08a4ca48975b489d6c0513ee8b28b5a7b8
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a0.1/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.639026402640264,0.5520362257957458,0.6254955290611028,0.6186198046034111
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..dcfb4ab03540995a09e0ebe7dfac7e33185c43db
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d013f4c7c86227298069b1c052f6d26796852687b4916157fcbbf931cc7ac00
+size 4865161
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df18f17f6f6ef8c0ccd46934f68d27dcfa9217b0
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_3/reg_lr1e-05_a1.0/model_roberta/dataset_SST5/head_seed_0/best_run_metric_df.csv
@@ -0,0 +1,2 @@
+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
+0,roberta-base,LoraConfig,SST5,train,3,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,1e-05,entropy,0,0.5429864525794983,0.6017326732673267,0.6166666666666667,0.5520362257957458,0.6254955290611028,0.6180319589335983
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e21e675f1b5bf1c1c8fe4dfc0f05417bb85760a
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_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,toxigen,train,True,4,0.8085106611251831,0.7400728597449908,0.7070029239766082,0.0003,50,1.0,400,0.0
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet_state.pkl b/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..f8fae56b5317eb83a2de6a54753a4cd8f5e469d7
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:914f93363b9de96f84f04f3df3c8f1dbf7c7b174914f31511de7248ac4ff9cc4
+size 28780
diff --git a/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_normalization_True_confidnet.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff9b586c4b58d64711402543550a1c8830c038fb
--- /dev/null
+++ b/revision_runs/heldout_v3/trainonly/runs/base_4/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_toxigen/head_seed_0/LoraConfig_toxigen_seed_4_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,toxigen,train,True,4,0.8085106611251831,0.765391621129326,0.7296929824561402,0.0003,50,1.0,400,0.0001