diff --git a/embeddings/Llama-2-7b-chat-hf_results_ds_0_train_gird_full/base_full_0-shot-cola-debug_state.pickle b/embeddings/Llama-2-7b-chat-hf_results_ds_0_train_gird_full/base_full_0-shot-cola-debug_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c3edd59345e8c931dad8e1de4bc8ccb65d5e591e
--- /dev/null
+++ b/embeddings/Llama-2-7b-chat-hf_results_ds_0_train_gird_full/base_full_0-shot-cola-debug_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53b831216f6f2fc7929fce26278bb3e0077a9e224f2d921cb40965caf42015cd
+size 299074544
diff --git a/embeddings/Llama-2-7b-chat-hf_results_ds_0_train_gird_full/base_full_0-shot-cola_state.pickle b/embeddings/Llama-2-7b-chat-hf_results_ds_0_train_gird_full/base_full_0-shot-cola_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..f3f58f6e728f7c0ae5197398879e60ec747c00f0
--- /dev/null
+++ b/embeddings/Llama-2-7b-chat-hf_results_ds_0_train_gird_full/base_full_0-shot-cola_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d2a6913d1df98570c8ac2ae83dc1330805009b05b2b50063945e26a0a1ebe9c
+size 1209693798
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-cola-debug_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-cola-debug_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fc60985de503d96c43533a1a61ddcf9854754489
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-cola-debug_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cecb40e5accb7536629ac47fc9d3606c93aa0fcd92fc5535fe18bd998a1e17a
+size 1246375257
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-cola_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-cola_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..dbf5fb62553f237c246011def477d4b629246fad
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-cola_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a725f02c4d9e32d128a4cb914b806af3184b6861376fb1d84a559799772e51a
+size 4982996943
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst2-debug_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst2-debug_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..10a8f0e24fda60fcf211217b7bb79b81cbd357a9
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst2-debug_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fed93f0ed173b29cae65ed13fd8880fc4d351de603507328b6ace18fd46f03d
+size 1246375257
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst5-debug_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst5-debug_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..41e04ffe53502669026e4095fda813b640d721b4
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst5-debug_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74ff0f3be24526af1d2623333344552b6a21e383a096dad99ef3f9fa1ea9f159
+size 1246375257
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst5_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst5_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..3ca02b4afe4235ae27011b7f7444d94a1f56e911
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-sst5_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9552efce6e76e07deef8c9f3887abff0976640cbae165cc0782d8a2974dff95
+size 5872461440
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-toxigen-debug_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-toxigen-debug_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..398f54d3cfb243d4a5f86d8e5fc9da8b7a6b8346
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-toxigen-debug_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77a96e611360a8b445a2b1d26d1a42d2b7748a8f0c9851f2461959f0a56f164a
+size 1246375263
diff --git a/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-toxigen_state.pickle b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-toxigen_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..627d76dd59d3622917b52319ae299251ae1607e1
--- /dev/null
+++ b/embeddings/Qwen2.5-7B-Instruct_results_ds_0_train_gird_full/base_full_0-shot-toxigen_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6767e3c261919b1e553d9baa7b19d552d4631cf52a9930f0cc607487cf3e5b57
+size 5073758565
diff --git a/embeddings/electra_results_ds_0_train_gird_full/LoraConfig_SST2_20K_state.pickle b/embeddings/electra_results_ds_0_train_gird_full/LoraConfig_SST2_20K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..bab3501e74e23b30e2dbd402e449725082efab59
--- /dev/null
+++ b/embeddings/electra_results_ds_0_train_gird_full/LoraConfig_SST2_20K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6efb8150b81b37b6c8b925f866542027e719868e0b1303cd3c18a19c8491d882
+size 107166751
diff --git a/embeddings/electra_results_ds_0_train_gird_full/LoraConfig_SST2_40K_state.pickle b/embeddings/electra_results_ds_0_train_gird_full/LoraConfig_SST2_40K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..d62e19e034a49e8fbd75ed0e5afcfc4f779b5f9f
--- /dev/null
+++ b/embeddings/electra_results_ds_0_train_gird_full/LoraConfig_SST2_40K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:010bf968e66f937d24d248a6b8fc98cf376f8bb3bdcee01d19acf847e996a2f6
+size 168846779
diff --git a/embeddings/electra_results_ds_1_train_gird_full/LoraConfig_SST2_20K_state.pickle b/embeddings/electra_results_ds_1_train_gird_full/LoraConfig_SST2_20K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..627a81e881df9033d773ea16d1837f964d7cbfd2
--- /dev/null
+++ b/embeddings/electra_results_ds_1_train_gird_full/LoraConfig_SST2_20K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7812b5195ef3804e4adb04d26d735db53c9e01269fd89fd7e015e69cd0b62152
+size 107166751
diff --git a/embeddings/electra_results_ds_1_train_gird_full/LoraConfig_SST2_40K_state.pickle b/embeddings/electra_results_ds_1_train_gird_full/LoraConfig_SST2_40K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..36d8ec1e29bd14a20941be97007e31cd6a71f40b
--- /dev/null
+++ b/embeddings/electra_results_ds_1_train_gird_full/LoraConfig_SST2_40K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e03322e4c593811285a6ede2fc543cb2c87698674dd79e5a2964603d448c51c
+size 168846779
diff --git a/embeddings/electra_results_ds_2_train_gird_full/LoraConfig_SST2_20K_state.pickle b/embeddings/electra_results_ds_2_train_gird_full/LoraConfig_SST2_20K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..249b71bc4db938412b551f41060f0b644a438511
--- /dev/null
+++ b/embeddings/electra_results_ds_2_train_gird_full/LoraConfig_SST2_20K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d046ccf2ae61cc4a25bc92bb239304f7d7066a3be5e1da6a13da9ac4d187aaf9
+size 107166751
diff --git a/embeddings/electra_results_ds_2_train_gird_full/LoraConfig_SST2_40K_state.pickle b/embeddings/electra_results_ds_2_train_gird_full/LoraConfig_SST2_40K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..a2bab9a35b0a6f273cb7ee9ccb9d1a0a29eb09ed
--- /dev/null
+++ b/embeddings/electra_results_ds_2_train_gird_full/LoraConfig_SST2_40K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89b54937a52f309f6c64f2dfdbefc412d3747ea55e58a7bd3b45aab857e4d162
+size 168846779
diff --git a/embeddings/electra_results_ds_3_train_gird_full/LoraConfig_SST2_20K_state.pickle b/embeddings/electra_results_ds_3_train_gird_full/LoraConfig_SST2_20K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6ea2d7446af2c9f0a9afa0dd5cfeee63cfb50084
--- /dev/null
+++ b/embeddings/electra_results_ds_3_train_gird_full/LoraConfig_SST2_20K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3940910c170c4ac023734db24666a6781c5a7fd486854743852c317aef36e05c
+size 107166751
diff --git a/embeddings/electra_results_ds_3_train_gird_full/LoraConfig_SST2_40K_state.pickle b/embeddings/electra_results_ds_3_train_gird_full/LoraConfig_SST2_40K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..eb4a9ab784461cf1d264a4073f5e7e6a73fffecc
--- /dev/null
+++ b/embeddings/electra_results_ds_3_train_gird_full/LoraConfig_SST2_40K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:331f0850546839f38c2cf47fb8e29f2d734cb347950a6756ee2be23ed8d001f1
+size 168846779
diff --git a/embeddings/electra_results_ds_4_train_gird_full/LoraConfig_SST2_20K_state.pickle b/embeddings/electra_results_ds_4_train_gird_full/LoraConfig_SST2_20K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..e5eefb19a12b8d9865bbd36e66c34005ba665ceb
--- /dev/null
+++ b/embeddings/electra_results_ds_4_train_gird_full/LoraConfig_SST2_20K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:644d3967b648541c95c079697bce079f3fef203f53f17d147a1eb65e90486d44
+size 107166751
diff --git a/embeddings/electra_results_ds_4_train_gird_full/LoraConfig_SST2_40K_state.pickle b/embeddings/electra_results_ds_4_train_gird_full/LoraConfig_SST2_40K_state.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..7b51e93daea0827b53d1b581b4761347069759d4
--- /dev/null
+++ b/embeddings/electra_results_ds_4_train_gird_full/LoraConfig_SST2_40K_state.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab5f0f31400fc254505742517bd5a2f9e41067d42847d5283da0ca3efbb30afb
+size 168846779
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46be6fbec93d0ed773b41899996f6c2a9067738d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,full_trained,cola,train,True,0,0.8542665243148804,0.812274794730935,0.8123707838620119,0.6547049441786283,0.7854310650363282,0.7477700986472917
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ff7423ee86247ddd1b652854d63891fd36cd513d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56402ae4139715765a055b4dbfdadd93a04e632157ae1d99068988b278655c9d
+size 141188
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f5526f70cd2b9e54e8262d953574d7ae7df3369
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,full_trained,cola,train,True,1,0.8379673957824707,0.8294043573043749,0.8294585189498057,0.6685510405806128,0.7862849173357889,0.7609914289196107
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..240c860fb3d6007acf338df1c957312f8254df75
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa56f1d4707d76161fb3e0bb2c9756ecd254124c536acc20781baf3571ff6d6a
+size 141188
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..355646fbfa11757b25508cbcf9b75a3b53583daf
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,full_trained,cola,train,True,2,0.8379673957824707,0.8098181522754662,0.8098858543322546,0.6504068893612988,0.8063247261451802,0.763882306744479
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..8a55ecae097f3af6d22cb74811566fe3c59a074a
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1af6c03c1592cd5cfe0120bab794d233410c514c91c7fd4dbdde99b5e2bd34
+size 141188
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0662c99e39f8ff838fe947e362b73d10efab1e1d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,full_trained,cola,train,True,3,0.846596360206604,0.8088547565118912,0.8089396942242355,0.6153808040770101,0.7910638448471121,0.6614665911664779
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..e256c43897cf7442558d37edda1383b5bf73104f
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e83356c8912cd4a93c98b875dd86023e5e074bc0f1377db8a1719e94eea6705f
+size 141188
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbf5104c6aee9b8b2be2cc91e2262fce419cfc34
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,full_trained,cola,train,True,4,0.8408437371253967,0.7998584989902597,0.799899712876592,0.6299061697187839,0.8173881386435137,0.8020290970037505
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..585f075a3a69014fa925e0e394097c432f11cd90
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8c2988d6a480586f184147684f0d72a4c1e2e431bfeb161f56f6e100932b262
+size 141188
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bdf819ff2921d430648ab09296528cf3071488c
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,full_trained,20newsgroups,train,True,0,0.7813329696655273,0.8053794675213397,0.8031892387951833,0.8215029102113519,0.8388594592057133,0.5899649165161652
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3c6456e5705d8832eba0b503a95b1e9abf0ee2fe
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce1baf14d9236591d8f36f7d6f28746ba825e72cb50f320d68c3d0b4cde17dc0
+size 1210391
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb7b0f60eaa94188b779217965181bd8989ba1fc
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,full_trained,20newsgroups,train,True,1,0.7746946215629578,0.813823073027203,0.8112124879885317,0.829925282733429,0.8513049138077731,0.806959607634623
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0e8ea68e2af3849af5721ce68d66b94a96b9aefa
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c7a761f7de9a355da9092c357cb51e331b23ded197493b84eb16e3351c7669e
+size 1210391
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00dc174cbc3f832b95e180fce0fd59f83568ff53
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,full_trained,20newsgroups,train,True,2,0.7749601602554321,0.8165901281773328,0.813704963201386,0.8421625243904841,0.8632554606636638,0.7206708501306132
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..712bf541cb083b2b00c934e9adea962561755888
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c87ac8525d53d3dadc8e3667e8c28dc1d8729b0d2a5549f15bf01ecef3f9b9b
+size 1210391
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc2074e4e932aace7cd53378057c65532c99ced5
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,full_trained,20newsgroups,train,True,3,0.7753584980964661,0.812193258363289,0.8089511682696978,0.8429727727581852,0.8570428122672367,0.7276096821464426
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..bc15de53cee5e275e4766bad6eaf0056a1a30d83
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6596120af9f6531bc47bf06412def75b81fa13f379e24af05a0e43c670c5ce03
+size 1210391
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e01ac23aae1c95bf163888bcc6bee9b1779db4b
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,full_trained,20newsgroups,train,True,4,0.7792087197303772,0.8033227368399267,0.8007261570957896,0.8225065667556031,0.8391568795019174,0.7441063131528655
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0f26f698c2b5607e94d6e66c3bdf9f8cc2b92fbf
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:381577a450a81f6baaef3faa6b43cbc5a5ff4f52e16dda9eef2f7154018e6adb
+size 1210391
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..493f431a4780cb136a859545449e754f0f720e77
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,full_trained,SST2,train,True,0,0.9461008906364441,0.8780141843971632,0.8779110251450677,0.7337201805286911,0.8562733720180529,0.53678916827853
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..a87e21ebe1d66698067d585ffc635c1784222c43
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51a2e38b62a11fe2938386d50f9c27ceaf5d88c902a1c53fb0097012eb0111f3
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2a4ac3fdfaac2b5685ed96525a69b96cc57db9c
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,full_trained,SST2,train,True,1,0.9277523159980774,0.8856907410677498,0.8855926383738497,0.8251025173151254,0.911050287440893,0.8950497380658073
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..06fa28c5d8d8998f8ac8e2ea9ea4431ce83797db
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:250d4e20629de831ce25a88c07b6d6df5fb65cd000fc9cc8b23c2befa277f120
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8191ede3c8bf7bef42ab03351b395e4251274f5d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,full_trained,SST2,train,True,2,0.9415137767791748,0.8849322920398366,0.8848367605263787,0.8137135487568962,0.880322896515488,0.8959661818442358
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..633f80d74436760e5edc6c3758c1cb33a2e97d9e
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e766184ec61e317742d5b2d4046d6762ba9667801c4da1ebb77ba3438d504e73
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95c3ead79f6e88ab73a41d88fcf469e1e17afd96
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,full_trained,SST2,train,True,3,0.9380733966827393,0.8637145703160374,0.8635560988861721,0.7982658697817622,0.8869079960155756,0.5248347369374264
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..a67b4ec662f62de4913808ce116a9b74f9b11257
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c17487985cd7276938aa909fe2b1816bedb5d28ad21c3e754f1ea6d8235ea18b
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cf0a5491c98267adcd67a832b8eed2111c1a67f
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,full_trained,SST2,train,True,4,0.9380733966827393,0.8858552929457575,0.8857873766186726,0.8221950556913882,0.8871683419360681,0.8539572579914878
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0cd163762348579f7624840e2dac09bf97502f28
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bea3191e9ec46a6e40a857d8785afcc078f14f6b22e3825a844a0ec7a30e2baf
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d90a7418f5eff639c04bf68b285ef78881b59fae
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,full_trained,SST5,train,True,0,0.5375565886497498,0.554610027212767,0.5542591604235441,0.5748161655695903,0.5960263100674059,0.5709541599952559
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..5bc352a2a4ca788e211254d19c1507877951cb9b
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0ad0ed02dae234094ffa52560201303ce4b9aa90f076f2b3023c4dc6de3684b
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04052e8a5828ad627ba3ce9c9bb041dd27622dc3
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,full_trained,SST5,train,True,1,0.5411764979362488,0.5681108296557229,0.5664666244483584,0.5670116694042601,0.5702617370195193,0.5583231085868081
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..018a3644a6fd4a30a2ca8968ec44c848b610dc59
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d04ddd108d576a2e7a61b468bdeee9bb4b387d6a71f08e990fa5e761adc6b67
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d07860fb5fb6f603a63ca7ef8f7cfe983625a74d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,full_trained,SST5,train,True,2,0.5470588207244873,0.5422278300690211,0.5411536354464395,0.5861227275619335,0.5769623263419789,0.5413370748358342
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..497c74f0f2c4497f443a8961cd589c948e36bb1c
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3653c242b0b464dc3a826b88a30bf1d6e1998e5e1452b2030ce394d43f3ee3da
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b1f34472b95f489f34d1ce06fe0b64d7271bef9
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,full_trained,SST5,train,True,3,0.5561085939407349,0.5625866234700149,0.5626222889082976,0.5413175808216156,0.5549782731126556,0.5582719348666154
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..2ae6eacf27e400802a9e11ab5fbdb273839447a7
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de291d4d59e8a1025efd30e6b24766cb054a0d481831db99a54556564be8a14b
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6b17f859ac1048dce8ccfbdd9dd7b3e094a9199
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,full_trained,SST5,train,True,4,0.5552036166191101,0.5300574310963644,0.5297531548964839,0.5594304480156134,0.6116730962632064,0.5501421475598625
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..4e6a9af48de7c16bbc71672e3b25202467e07106
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9577dee89bb7384ba925c087e882e81d4057cdd2e5d4beae558b67b7a374174
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a72a95c8a44fafab1894faee1155f1d85cf2eaa
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,full_trained,toxigen,train,True,0,0.8223404288291931,0.7328706106544995,0.7328551177076635,0.610305908235276,0.7077952762005097,0.7262008970416218
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..911b5cd042dc57c9d72854c5884bd6d216c12337
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8990932cc2736b136b41281e027b7499b66ad619d66f2a280ada52e84d9a9696
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e254cc9745e426981737001b9eddca5bfa4d687d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,full_trained,toxigen,train,True,1,0.8117021322250366,0.7290727206758928,0.7290431022354518,0.6469852129936097,0.7459330178969428,0.7278731738380315
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ac5c822aaa2dcc501149d39c7545c0e7fde4600a
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45062e279d6aa7eb3fc9415a6eb68b4cae9c4718d34acc095c4baa663f8ab1e0
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..998cc25d018728b36b47aaa30ed5321ce47d34a1
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,full_trained,toxigen,train,True,2,0.8074468374252319,0.7309414102592099,0.7309559685250293,0.6388312624200205,0.7538997954563652,0.7416417356364511
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ee3c167c85a0cffb4abe1bc5cf74696265497f73
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1f15302c03b4cebc9dee741aef18d0f49ca86d6737e9f675d96fed3b14d4cde
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a5cfba68318f2e7bff071588ecd60f5dba8af39
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,full_trained,toxigen,train,True,3,0.8202127814292908,0.7090154183838709,0.7090307676958381,0.6161137077030523,0.7110722261874611,0.7130215888072817
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b0da3cb22d01d2daf7c92a019de0a01d8c7b5dab
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c64d5e5678923f694b9c678d193d44be5469154df24e1b0ac13cba9fdc06a947
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..accece011f225b4defcb891b7097463451c31fdd
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,full_trained,toxigen,train,True,4,0.8148936033248901,0.7637450856817022,0.7636925662495124,0.6722712403589328,0.7335501635605175,0.5481978331982833
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ae26b412bda855c0689c97a57b5d33bf78dff613
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c87f2e6b4ad06e4ade400c5069ef530fa4968ae69411c3acfccf778e89d07c1c
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e2783cd7e5107106636dc82eb9b9407ac51a4b8
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,full_trained,cola,train,True,0,0.8370086550712585,0.7742503874401995,0.7741897446263728,0.6442928374098781,0.7586348628798598,0.6900983761202074
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..d9baaa32ac1d49b2a995d591f3e0ca81595e050b
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcb3ff4ee6c32e2319903ff7b681b651cb2645341f696922490e1a2c50eaaf62
+size 141166
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6eeac90c74a25e6449517c97c079b83ddeb2b5a4
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,full_trained,cola,train,True,1,0.8197507262229919,0.6946155281821575,0.6939809630459126,0.6562118949856912,0.7937010078387456,0.5978381236779893
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..58a87e4c24ee661455b24c47b2c186dfbed98520
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfff4f7bfdf4a464eddf894d4c484109dcc94650bfc95b9a51c91ca8b7fa774e
+size 141166
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..979c01999c8e52f7193fcb722c8164d21b0c6b4b
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,full_trained,cola,train,True,2,0.8341323137283325,0.7758521028503089,0.7759318317719754,0.6566175004983058,0.7759716962328085,0.7223539964121986
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..6718063fa29e33666e6214696169fe0cb44e8ecf
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9913028e5ea258b592d9eb87e5c252d56c2bb08c669a568643939b4150b6fba
+size 141166
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84266d592cd9958d58fa2e55c85fb2a6454aac89
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,full_trained,cola,train,True,3,0.8149568438529968,0.7676897287412373,0.7677080158488264,0.6301645839683023,0.7876622980798537,0.7049283754952758
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..83d76fa1218231d3cfc4a0f1f976edb34c6cda51
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d059306d19a97e4c0614f2d3c9e376724cb9804d02a152c0a8e262655cdbe16
+size 141166
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..068d0bb1bdf0c45d0bb6ce9d4ceb22299fdf5b6d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,full_trained,cola,train,True,4,0.8312559723854065,0.7843956432840515,0.7844873912131698,0.6752483747509699,0.7740969382405368,0.7752994914543357
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..9b7371096cc6c3b7fa93382803eca10d92ed5feb
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4df244232c8c9fee1894488174c3cb1290d66315de543cfa5cd1d8bf63696ccc
+size 141166
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4dcf519aa6010970fd266a55dc05c91efd532ecd
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,full_trained,20newsgroups,train,True,0,0.7805363535881042,0.83509269975356,0.8337124756392451,0.8450679137562132,0.8402236491981313,0.7446354888105942
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..547c7d26561b2323ef28e51921ae6b7348044075
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c1ae6ee9007b81b2f5b729b52361e9dd3e87a831df8e9f2e52d5843c2655393
+size 1210413
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96b8e3110640385fa29c0c731485ebec45ca6665
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,full_trained,20newsgroups,train,True,1,0.7671269178390503,0.8357085599330295,0.8340720887982689,0.8536705697267938,0.8440576708807402,0.7863569912691282
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ec4fcf5425e3bb5121d5d2bd0c9a4f612a488b53
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93b7120c45fe09311e1bcd74a0cab2352a728b3a137aa6a087937c9f47cd21da
+size 1210413
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54f2f999adcf061b6e8112a941605bcdc28a7f7b
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,full_trained,20newsgroups,train,True,2,0.7831917405128479,0.8305504363252119,0.8294964625492586,0.8295927973925646,0.8352823145525718,0.7792313704451552
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b1742a1a4f48a9f3c0ae2dee2fa754c7f3c779ce
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cc65518d397540d7a0eb103cf76029c0bde2be5b726175daba814cbe5c63700
+size 1210413
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39fd2850d95c39540cac72bb8f5cb9a53fb66fc7
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,full_trained,20newsgroups,train,True,3,0.7746946215629578,0.8479343809000106,0.846286531148521,0.8533146098336748,0.8517408360638437,0.7522481075783214
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0cd32cc7a2e97c3b5c7e15cc98a91f1671829002
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edb8739ddb02d152b54fe909738853494036f0fba39d3336ebb176a5d31b2f60
+size 1210413
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae00d88ef97fcc3c25cab9159d2502497ac83f6d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,full_trained,20newsgroups,train,True,4,0.774561882019043,0.8477130125057893,0.8455606083181608,0.8672230493193509,0.8578403760418293,0.8239648936638437
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..97ef1e52d1be95b7773de3648417064e8f1adcc0
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_NewsGroups/seed_4/full_trained_20newsgroups_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85143dff3874f654f9827719434103ccac3e8192043e056574651cfef5cea3a5
+size 1210413
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf483460a53fc9a674bdbb21863b7ec4b08a9ece
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,full_trained,SST2,train,True,0,0.9357798099517822,0.8444502801120448,0.8442970938375349,0.7273503151260504,0.8044686624649859,0.8434655112044819
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b52cc915ab10f1efd6a0ee9950ef63c0e5b46ad7
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_0/full_trained_SST2_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2c61798b4a6b2a1fb6a895b2cb8bec3dfe87a1459387477eb5db913530b737c
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..199b80b344193c766a3abe8be0108576c410e657
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,full_trained,SST2,train,True,1,0.9495412707328796,0.8187033377250769,0.8185660957400087,0.6973539745278875,0.7838301493192799,0.5093599033816425
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..9ea9c614384e25aac7120444cef36f65909a5469
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_1/full_trained_SST2_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4aa25d2e4c1861586f0c6da8ecbbdf41f2f37d51c4d2f944dcee4663f4c36ae2
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb2102639c08c6f01d7db244c272222bda9bb100
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,full_trained,SST2,train,True,2,0.9403669834136963,0.8523921200750469,0.8520168855534709,0.7427063789868669,0.8538813320825516,0.8521341463414634
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..32059141c33077bbc5a8ebdd5fe50759162a1d2a
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_2/full_trained_SST2_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3850f5ba91b95c775f5b37aefbb7f8eaef1789c7442d1a169c9ab183428b0b04
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea8ac146d0b21536741545699d2b8ea48a3fadd0
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,full_trained,SST2,train,True,3,0.9403669834136963,0.8474437148217636,0.8472795497185741,0.776031894934334,0.811796435272045,0.8389774859287055
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..72e2cfa944323e8e42a6d468c22d1533dcafb2e2
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_3/full_trained_SST2_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb2ebba1fb2a6a8a63c5388b6bf58880a0a8e675f3a70b5b90aa9c1f4069c8f7
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5426bc7dc8bbf893591cb6939af07ec235034fb8
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,full_trained,SST2,train,True,4,0.9380733966827393,0.852100878384497,0.852123517160192,0.7085031241510459,0.8164787648283981,0.8020465453228289
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..142405d30649a62802f31ada7875d5fb4d375e68
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST2/seed_4/full_trained_SST2_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e9670b287d18ebb15f5267d01b64b9a6f3ffcc17d57210799ea9c2956b2e076
+size 696773
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a317f5019a3d07e70ce50f97dc50958c24868a3
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,full_trained,SST5,train,True,0,0.5570135712623596,0.5600709953706968,0.5597714473480043,0.5783782752174211,0.6060561806050538,0.5710878903770406
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0517fef1178e176ca5e1f206098aa65a6866b07b
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_0/full_trained_SST5_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0e7dd74daf1d994ab82e9751f0a8b9b543acc4f27c626a6cd9d9a2fba2f7af4
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b10c4f005398d52a6e2f5dbea3be02147b3cfdf
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,full_trained,SST5,train,True,1,0.5624434351921082,0.5572467451648571,0.5568989859240703,0.5743127387204956,0.5908787243725151,0.5621461570523993
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..d8791b96966824819778a7ccd16f89670e728e45
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_1/full_trained_SST5_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1afb96d4c37025d71de3ca08911a06ebc4e59a40c94cb1369fd198b9910e29bb
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b8e78a5b5c0bc3c95a6f9165cda3dc2580ef9b7
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,full_trained,SST5,train,True,2,0.5475113391876221,0.5510033057851239,0.5507066115702479,0.5661429752066116,0.6261760330578513,0.5523586776859504
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..5b0d7a54497be5efd36e9ffc0fa0546b994f74f3
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_2/full_trained_SST5_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ae4bafb92b6431a1e5f4cbf2fa448445ba9e4969f43ee2050ed4aa84448e817
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62852baf7cd79c5a2a16374611f08f2e176fb29a
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,full_trained,SST5,train,True,3,0.5538461804389954,0.5873031261186016,0.5867438253191744,0.5873718994020867,0.5871374073632156,0.5862590979596707
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..20db0d88acdff2ba3ee20cbaabd21092765da260
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_3/full_trained_SST5_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b1d1904838926e68b1fac61c7f29c80db0ad729df1a65417ac5553de859a426
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32b4d12225113baf30ec0ff543fe15ffd5ef4a74
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,full_trained,SST5,train,True,4,0.540723979473114,0.6042269719891996,0.6039375888863697,0.5710138714265103,0.5901519055176536,0.6030908753632748
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3da136cff2634822da4b7df1b4c85c8c4d1d782d
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_SST5/seed_4/full_trained_SST5_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b411487925e3712673ce8ea922dbfce87d9bdaa51b38ff9cbca93313c94e019b
+size 212333
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b017814f850827f753a685299425f61d3cef8ebe
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,full_trained,toxigen,train,True,0,0.8042553067207336,0.7585188060731538,0.7585547504025766,0.6748475960432482,0.7366754370830457,0.5944185645272602
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..e641c2580ff21f604f85afab76f81a34b4f26966
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_0/full_trained_toxigen_seed_0_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:412bf974ca2f2fa4c188dc9e6dc6ad23ce62e42f7e9f25bb00897b0992f65479
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05e5088831d0ec3205d56c080e98e981c455196c
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,full_trained,toxigen,train,True,1,0.800000011920929,0.6179761770031689,0.617516410140335,0.6278929945676776,0.7002638354459032,0.5867261770031689
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ed37ab9b32bd5ef718a3fcc6bca62b31dc70fd42
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_1/full_trained_toxigen_seed_1_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f9aa546fd77a6724f5d739326619762da5f54a21c2e761c199f38d1274dc7ab
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..089b74bb4da2c0cda5e4aa24765b47e4169d6908
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,full_trained,toxigen,train,True,2,0.7946808338165283,0.5892655249668797,0.5889117783742917,0.6393380083373217,0.7046250632928953,0.562484827045661
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..aa56349e1dfd1580847d18c602fd71495f8446ee
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_2/full_trained_toxigen_seed_2_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77a626ef5c643a48a911494a29f5f614cc4cc84c68fc262c2c602d15013c2af6
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cd6800f58b8d9d4b773edc0249344173f40fbd1
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,full_trained,toxigen,train,True,3,0.8170212507247925,0.7171526768410852,0.7170088420542635,0.6438650678294574,0.7541825641957365,0.7337920906007751
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..4e556101c1c97376745800e0adcc2209d8bce538
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_3/full_trained_toxigen_seed_3_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3a64f5a07abbb3b4f37a210e72bc00f02c1968f2dc05ff8703cfcfc61200f50
+size 139733
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines.csv b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6144b536209fb28672e09ad9727670eb6727b76
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines.csv
@@ -0,0 +1,2 @@
+model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,md_roc_auc,md_marginal_roc_auc,md_relative_roc_auc,test-base-max-prob-roc-auc,rde_n_components_256_roc_auc
+/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,full_trained,toxigen,train,True,4,0.8234042525291443,0.7475405497960835,0.747532766725818,0.6480884779427788,0.7275030353974035,0.7456336975810217
diff --git a/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines_state.pkl b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines_state.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..260b1c4862dccae43fb0ba37efeaba3ac41962b5
--- /dev/null
+++ b/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_roberta_train/dataset_ToxigenDataset/seed_4/full_trained_toxigen_seed_4_normalization_True_baselines_state.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e681ac98aef8879789f996ac2e39adb8ac3ebbccd89ebc68b51c122732793f98
+size 139733
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/attention_probes_rocauc.csv b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/attention_probes_rocauc.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1b02901773decc5f843b2e0372586c13abd0875
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/attention_probes_rocauc.csv
@@ -0,0 +1,101 @@
+model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,layers_plus,roc_auc,batch_size,lr
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,attention,-1,0,0.6727533929260833,64,0.0001
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,attention,-3,0,0.5922660588602144,64,0.0004
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,attention,-6,0,0.607812639206486,64,0.0001
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,attention,-9,0,0.5449655510349537,64,0.0001
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,attention,-1,0,0.67828231292517,64,0.0001
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,attention,-3,0,0.672438775510204,64,0.0004
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,attention,-6,0,0.6533163265306122,64,0.0001
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,attention,-9,0,0.5637108843537415,64,0.001
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,attention,-1,0,0.8088877551020409,64,0.001
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,attention,-3,0,0.6866224489795918,64,0.0004
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,attention,-6,0,0.6423911564625849,64,0.0004
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,attention,-9,0,0.560234693877551,64,0.0001
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,attention,-1,0,0.7735464305633016,64,0.0004
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,attention,-3,0,0.6503729782487452,64,0.001
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,attention,-6,0,0.575526352481874,64,0.0004
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,attention,-9,0,0.5955347183491355,64,0.0004
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,attention,-1,0,0.8171981776765377,64,0.0004
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,attention,-3,0,0.6547628908676745,64,0.001
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,attention,-6,0,0.6675536688065162,64,0.001
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,attention,-9,0,0.6286636294608959,64,0.001
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,attention,-1,0,0.5708619133276667,64,0.001
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,attention,-3,0,0.5107100851963866,64,0.001
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,attention,-6,0,0.5230147199325281,64,0.001
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,attention,-9,0,0.5016592045701636,64,0.0004
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,attention,-1,0,0.4903971841416638,64,0.0004
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,attention,-3,0,0.526207753671774,64,0.0001
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,attention,-6,0,0.5462248909539397,64,0.0001
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,attention,-9,0,0.5417962477764005,64,0.0001
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,attention,-1,0,0.5748768607185899,64,0.001
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,attention,-3,0,0.5139659728354291,64,0.0001
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,attention,-6,0,0.5252717407016729,64,0.0004
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,attention,-9,0,0.4909026028790183,64,0.0001
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,attention,-1,0,0.4736083198230842,64,0.001
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,attention,-3,0,0.5243653503408899,64,0.0001
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,attention,-6,0,0.5324756504219929,64,0.0004
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,attention,-9,0,0.5216774126067434,64,0.0001
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,attention,-1,0,0.5667048282727726,64,0.0004
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,attention,-3,0,0.5119412643106023,64,0.0001
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,attention,-6,0,0.5252463912394226,64,0.001
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,attention,-9,0,0.5336095901775345,64,0.001
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,attention,-1,0,0.855087753226489,64,0.001
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,attention,-3,0,0.8394382694316619,64,0.001
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,attention,-6,0,0.7871806569343065,64,0.0004
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,attention,-9,0,0.7596609232022902,64,0.001
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,attention,-1,0,0.8500534704636358,64,0.001
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,attention,-3,0,0.8405462339522884,64,0.001
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,attention,-6,0,0.8077386968819277,64,0.001
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,attention,-9,0,0.7348689609621124,64,0.001
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,attention,-1,0,0.8715052976467279,64,0.001
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,attention,-3,0,0.8554306253032874,64,0.001
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,attention,-6,0,0.8149502292617203,64,0.001
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,attention,-9,0,0.7686832344217401,64,0.001
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,attention,-1,0,0.8576203132145935,64,0.0004
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,attention,-3,0,0.839544563932342,64,0.001
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,attention,-6,0,0.7975536109871633,64,0.001
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,attention,-9,0,0.7434715768979934,64,0.001
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,attention,-1,0,0.8473565583861331,64,0.001
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,attention,-3,0,0.8472311931650308,64,0.001
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,attention,-6,0,0.7972351941827254,64,0.001
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,attention,-9,0,0.7502790966317587,64,0.0004
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,attention,-1,0,0.6304854714891046,64,0.0001
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,attention,-3,0,0.6246678699522042,64,0.001
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,attention,-6,0,0.5619291817400128,64,0.001
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,attention,-9,0,0.5371714526961602,64,0.0001
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,attention,-1,0,0.7234141378395117,64,0.001
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,attention,-3,0,0.6486552242767406,64,0.0004
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,attention,-6,0,0.5850659117048571,64,0.0004
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,attention,-9,0,0.5807234067651657,64,0.001
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,attention,-1,0,0.7400185566412479,64,0.001
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,attention,-3,0,0.6295050595842152,64,0.001
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,attention,-6,0,0.595233262779437,64,0.001
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,attention,-9,0,0.5906665893473281,64,0.001
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,attention,-1,0,0.6908077350111028,64,0.001
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,attention,-3,0,0.6422480261534665,64,0.001
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,attention,-6,0,0.5521373056994818,64,0.001
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,attention,-9,0,0.5823618307426598,64,0.001
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,attention,-1,0,0.618775953154321,64,0.0001
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,attention,-3,0,0.6092274532560611,64,0.0004
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,attention,-6,0,0.5377531256829777,64,0.0001
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,attention,-9,0,0.5397351742017168,64,0.0004
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,attention,-1,0,0.8602346278317151,64,0.0001
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,attention,-3,0,0.864330501618123,64,0.001
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,attention,-6,0,0.6113470873786409,64,0.0004
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,attention,-9,0,0.5583788430420712,64,0.001
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,attention,-1,0,0.9110208566327231,64,0.001
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,attention,-3,0,0.8947358094453274,64,0.001
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,attention,-6,0,0.69197716169286,64,0.0004
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,attention,-9,0,0.6043518355014029,64,0.0001
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,attention,-1,0,0.897303623032648,64,0.0004
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,attention,-3,0,0.88070502256932,64,0.001
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,attention,-6,0,0.5675288385756252,64,0.0001
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,attention,-9,0,0.5940149506818561,64,0.001
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,attention,-1,0,0.8928280358598206,64,0.001
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,attention,-3,0,0.8777279724712489,64,0.001
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,attention,-6,0,0.660622113556099,64,0.001
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,attention,-9,0,0.5834465272118083,64,0.0004
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,attention,-1,0,0.891687993768777,64,0.0001
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,attention,-3,0,0.8766885501279625,64,0.0004
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,attention,-6,0,0.645599198842773,64,0.001
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,attention,-9,0,0.6115945254256148,64,0.0004
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..142b33c80c2c3c6ff3d6ab27a84c5583eb7e5445
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f0a4f77f20f96da6f553b9dea977ede6e1f870a25639ec4443172ef049b65f4
+size 606203
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..fd24f7de6a02149d05649e76d48f12f1ce1a5ebc
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecc582c1577e0f0ae1dabf753f5b4df61d07ceff68c1a621efd06e98de4a321f
+size 606203
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..d4d1468a9ade632722d1de826d2e1c93f9cbe0ad
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d12981c7dfd47ac4c2de8a1ba6fd2219704bd50f292b7aaeef84e48089937cfd
+size 606203
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..6990c3e767381b3f01b8702e77453e5d5e444670
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:641d002004653976002ecfcf7ce860b6e346baef31895a7a0b9a23bed4340eb9
+size 606203
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..74b30b057ca93c0040648d63c7103e75d204dea7
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_20newsgroups_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43f3b073f7e61925f55a723a30a7a1193cc2b5522549a2533305c45172f2202f
+size 606203
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..912a1f3466ca06a57b8d70a0c89cedb68bcbef1d
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d98e928ecdc3a1374bb46b5b41156ed11bb2eb9a80c1903e2bb9da5e53e6225b
+size 41968
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..e19fcc06c106e5f5852776616a9f44b153488d3c
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aeb6377aee00649b756ef0a174e5edf8f0863ecc13a3c44023f50c7e518a3d7
+size 41968
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0e0fc0686f064b56d8c56433ada6a883672d911e
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:558d2244d74f775d853d11a141e39477e58d7f956e087f96eb0f1399ea903b23
+size 41968
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..8b2be8c22c2ee6f1613ab1db6329594f42cd5f72
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c8ab4c5b19b32dc0f44b24236612d91cea53551084a972028703e295fc7aeb8
+size 41968
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..2fb9cd43b151078d606b1c652be2f0eff515794e
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST2_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daf0ca97cc353399223a2aad3015febbde927fc368cdafbc01efa5ed44431a10
+size 41968
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..812c12832c3a4756225aad126e04cd6888763122
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c5dc7bd928c94e1f0ab53cae8c9ef4b58d16010e4d1957d498123c01f6ff137
+size 114109
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..13b4de1f383a0038860dab570ae00591235b3ab3
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0215a698f9c7a9e1ae179c273f18ad84c8bd8c4e8457d7ed252a0e251b61347d
+size 114109
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3fc4146ae6d72c71ca79b4b50c0e21d0b3acb36c
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7f8b82d32fecce40a88dfffc638fd3beb292a31d2e8873f37f7f51f918146e4
+size 114109
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..bfeecc102130877fa04550c41f94419a16886423
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:198f1392f0a254c487894b5f01dba79e4bcb72892f10e7cd1872c4bcdcbe7110
+size 114109
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..d77245e8160d164eda68ce3a16eda7616de0e284
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_SST5_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73b5229ffddebc21e13a5af2f0e7ab7c549c8f88ff085f6f5125cdf88b223494
+size 114109
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..bfe156296af0e2be249eface024188f0ddb219f5
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d364c878df69265a17aededa9631818a8d9854a799871723490b964b19d6fe4c
+size 49492
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3035a71b047ff06c59d1604c7c43b3dbee030754
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:850904bc642c43ef73fb29adde2248be4df5cb2980ccb06c15c1dd73ac75ae3c
+size 49492
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..bb3401e0a6484ba63c689327e2f21660e5937c07
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4049b9436ef1277889fe44e89a8101a5859e0e611a6bb0e5a7701ce33d429629
+size 49492
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..f307bee8a87cc5ff1652d85e3d571af35f96a373
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55c36c027bbc3ff1afeadac9f72f3f9ed6da9fc01a703e5d44252817a52a86a0
+size 49492
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ede07e7d89cc9192c621b146d6aa08a83e63cd22
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_cola_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1f21d1d5a9b9242360149b51de0ce75ce15ea80493697436ca8a396f96a1d7c
+size 49492
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3cfda2e2b01d18ca11e4d8922ef19c27e12641d7
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0673be64d7bfb9327d2bd9bc04a8529b7706fd397c88deae47d73fdd20b5c449
+size 44973
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..fe05722cdcde8e16652e3c4175a61c739b4f9ca4
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f83f20961989b73e1766e9d0f8b6ee6611b3fa4d108acccd49c679ad13bc8857
+size 44973
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b9dcf73d3babdd428b983977d1710f2c16031175
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:130366509499442e072a7c12d9a79a2ba3f809f1255163e0ac01bc3fcc9a265c
+size 44973
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..32e899c820ba1fcbd493705c1ac9a580fdad91c9
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc6500fbfd4ecad105eb1b02583aeda5cab1ce5aadd810022cf72d80efb31486
+size 44973
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..74d5c8d6ed8455e865f472c4536a8970b0d53ee4
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/electra_toxigen_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1089a286db7c62145a95cd367dcc950dcd94102bae05934f563d083cb858db1
+size 44973
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/probes_rocauc.csv b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/probes_rocauc.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3463515a05da79501423ee0a397caeb248e1dc8
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/probes_rocauc.csv
@@ -0,0 +1,101 @@
+model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,roc_auc,lr,batch_size
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,linear,-1,0.6189120363495976,0.0001,64
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,linear,-3,0.5317353666142013,0.001,64
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,linear,-6,0.6096390283016065,0.0004,64
+electra,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/,linear,-9,0.6308503845811184,0.0004,64
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,linear,-1,0.5730306122448979,0.0001,64
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,linear,-3,0.4984795918367347,0.0004,64
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,linear,-6,0.6552482993197278,0.0001,64
+electra,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/,linear,-9,0.6337857142857143,0.0004,64
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,linear,-1,0.7912551020408164,0.0004,64
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,linear,-3,0.6749829931972788,0.001,64
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,linear,-6,0.6338197278911564,0.0001,64
+electra,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/,linear,-9,0.6501122448979592,0.001,64
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,linear,-1,0.7986091745677635,0.001,64
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,linear,-3,0.6381518404907975,0.001,64
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,linear,-6,0.6452140267707752,0.001,64
+electra,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/,linear,-9,0.6437011991076408,0.0001,64
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,linear,-1,0.8047870504590322,0.001,64
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,linear,-3,0.6732898460688894,0.001,64
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,linear,-6,0.6369055014840892,0.001,64
+electra,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/,linear,-9,0.6740905639538898,0.001,64
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,linear,-1,0.5441886246680767,0.001,64
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,linear,-3,0.4951302819453504,0.0001,64
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,linear,-6,0.5102253783760633,0.0004,64
+electra,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/,linear,-9,0.5066327001258508,0.0001,64
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,linear,-1,0.49960579302814456,0.001,64
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,linear,-3,0.5281796132318292,0.0001,64
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,linear,-6,0.5287511308709418,0.0004,64
+electra,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/,linear,-9,0.5045164738103898,0.0004,64
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,linear,-1,0.559242735752973,0.001,64
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,linear,-3,0.47623988019371877,0.0001,64
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,linear,-6,0.4962994198845055,0.0004,64
+electra,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/,linear,-9,0.5225999714196268,0.001,64
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,linear,-1,0.47840020387816784,0.0004,64
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,linear,-3,0.512013537643165,0.0004,64
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,linear,-6,0.5237701522694314,0.0001,64
+electra,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/,linear,-9,0.504954173068989,0.0004,64
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,linear,-1,0.5189513854322216,0.0004,64
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,linear,-3,0.5192135390741662,0.001,64
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,linear,-6,0.5212626514020242,0.0004,64
+electra,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/,linear,-9,0.5044093247054919,0.0004,64
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,linear,-1,0.8531793602229452,0.001,64
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,linear,-3,0.8149110856011319,0.001,64
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,linear,-6,0.7843079949817517,0.001,64
+electra,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/,linear,-9,0.7085185630553793,0.001,64
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,linear,-1,0.857909017700665,0.001,64
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,linear,-3,0.8189851896522924,0.001,64
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,linear,-6,0.7986366851871851,0.001,64
+electra,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/,linear,-9,0.7165334354206632,0.001,64
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,linear,-1,0.8666467315979371,0.001,64
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,linear,-3,0.824611572165775,0.001,64
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,linear,-6,0.8180539393998864,0.001,64
+electra,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/,linear,-9,0.726252290366415,0.001,64
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,linear,-1,0.8609242676113029,0.001,64
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,linear,-3,0.7984386511579116,0.001,64
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,linear,-6,0.7863078651028428,0.001,64
+electra,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/,linear,-9,0.7238150663598043,0.001,64
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,linear,-1,0.8429705196809034,0.0004,64
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,linear,-3,0.7982360641475986,0.001,64
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,linear,-6,0.798945065001149,0.001,64
+electra,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/,linear,-9,0.7263837878763009,0.001,64
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,linear,-1,0.4328109628091811,0.0001,64
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,linear,-3,0.4627355896228242,0.001,64
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,linear,-6,0.48545212292104023,0.0004,64
+electra,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/,linear,-9,0.5021573928469064,0.0004,64
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,linear,-1,0.7157760476569642,0.001,64
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,linear,-3,0.5752160193458964,0.001,64
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,linear,-6,0.5596744227196319,0.001,64
+electra,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/,linear,-9,0.5441475714412103,0.001,64
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,linear,-1,0.7430775029719621,0.001,64
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,linear,-3,0.5738278871524254,0.001,64
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,linear,-6,0.539737307547334,0.001,64
+electra,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/,linear,-9,0.5571414074052596,0.001,64
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,linear,-1,0.690321983715766,0.0004,64
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,linear,-3,0.5662626449543549,0.001,64
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,linear,-6,0.5557765852454972,0.001,64
+electra,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/,linear,-9,0.5419905008635578,0.001,64
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,linear,-1,0.5012774038932557,0.0004,64
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,linear,-3,0.5115719981008509,0.0004,64
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,linear,-6,0.5103285075852921,0.0001,64
+electra,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/,linear,-9,0.514156951111982,0.0004,64
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,linear,-1,0.8613976537216829,0.0001,64
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,linear,-3,0.7140726132686084,0.001,64
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,linear,-6,0.527735639158576,0.0001,64
+electra,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/,linear,-9,0.5417425161812298,0.0004,64
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,linear,-1,0.9187121078344811,0.0004,64
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,linear,-3,0.7521729746698844,0.001,64
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,linear,-6,0.6260325308532971,0.001,64
+electra,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/,linear,-9,0.6057056526772225,0.001,64
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,linear,-1,0.8885624895512406,0.0004,64
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,linear,-3,0.8137851973919896,0.001,64
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,linear,-6,0.6275465119056148,0.001,64
+electra,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/,linear,-9,0.584079673282224,0.0004,64
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,linear,-1,0.8954994113918319,0.001,64
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,linear,-3,0.8150638413474599,0.001,64
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,linear,-6,0.6355157113103324,0.001,64
+electra,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/,linear,-9,0.5883817803133206,0.001,64
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,linear,-1,0.8981640146878825,0.0004,64
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,linear,-3,0.7651274062534772,0.001,64
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,linear,-6,0.6717258261933904,0.001,64
+electra,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/,linear,-9,0.5990430622009568,0.001,64
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/attention_probes_rocauc.csv b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/attention_probes_rocauc.csv
new file mode 100644
index 0000000000000000000000000000000000000000..174f8142128eb70e10dcda56093d97dc7d3ad022
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/attention_probes_rocauc.csv
@@ -0,0 +1,101 @@
+model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,layers_plus,roc_auc,batch_size,lr
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,attention,-1,0,0.6955342293041472,64,0.0001
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,attention,-3,0,0.6024163045227748,64,0.0001
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,attention,-6,0,0.6573615805568968,64,0.0001
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,attention,-9,0,0.571567010032727,64,0.0001
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,attention,-1,0,0.7919693604848119,64,0.001
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,attention,-3,0,0.7233503971091957,64,0.0004
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,attention,-6,0,0.6848314324788898,64,0.001
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,attention,-9,0,0.6121535488889724,64,0.0004
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,attention,-1,0,0.7161949372134742,64,0.001
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,attention,-3,0,0.5997907115806259,64,0.0001
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,attention,-6,0,0.6448309082452993,64,0.0001
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,attention,-9,0,0.5507109162181915,64,0.0004
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,attention,-1,0,0.7517667084531621,64,0.001
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,attention,-3,0,0.704670869896517,64,0.001
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,attention,-6,0,0.618074502863604,64,0.0001
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,attention,-9,0,0.55596625125974,64,0.0001
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,attention,-1,0,0.7499574027471951,64,0.001
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,attention,-3,0,0.5805514050540002,64,0.001
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,attention,-6,0,0.6676070829401278,64,0.0001
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,attention,-9,0,0.5037583883820909,64,0.001
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,attention,-1,0,0.569543875697676,64,0.0001
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,attention,-3,0,0.58863384772435,64,0.0004
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,attention,-6,0,0.561480829654377,64,0.0004
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,attention,-9,0,0.5384840379694812,64,0.0004
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,attention,-1,0,0.5787432878503758,64,0.001
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,attention,-3,0,0.5621082069556272,64,0.001
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,attention,-6,0,0.545684574871573,64,0.001
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,attention,-9,0,0.5113467835270991,64,0.0004
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,attention,-1,0,0.5815831666475105,64,0.001
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,attention,-3,0,0.5729290096174756,64,0.001
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,attention,-6,0,0.56578308710137,64,0.0004
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,attention,-9,0,0.5557720151385732,64,0.001
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,attention,-1,0,0.5738417916186083,64,0.0004
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,attention,-3,0,0.5710001292606293,64,0.0001
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,attention,-6,0,0.5435111164141113,64,0.0004
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,attention,-9,0,0.521188800063636,64,0.0001
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,attention,-1,0,0.5804890562003867,64,0.0001
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,attention,-3,0,0.5614565943238731,64,0.0004
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,attention,-6,0,0.5374100114156004,64,0.001
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,attention,-9,0,0.5180806119553669,64,0.001
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,attention,-1,0,0.8310948592512066,64,0.001
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,attention,-3,0,0.8023632970137208,64,0.0004
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,attention,-6,0,0.7749632480110689,64,0.001
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,attention,-9,0,0.5828367696957718,64,0.001
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,attention,-1,0,0.8461725027065663,64,0.001
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,attention,-3,0,0.8209474620241999,64,0.001
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,attention,-6,0,0.7973206078338272,64,0.001
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,attention,-9,0,0.657176910176729,64,0.001
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,attention,-1,0,0.8305254183324999,64,0.0004
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,attention,-3,0,0.8019527944734528,64,0.001
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,attention,-6,0,0.7647524926381182,64,0.001
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,attention,-9,0,0.5779777094875391,64,0.0004
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,attention,-1,0,0.844792993735101,64,0.001
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,attention,-3,0,0.819400433952956,64,0.001
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,attention,-6,0,0.7784585833460833,64,0.001
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,attention,-9,0,0.6349536128830604,64,0.001
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,attention,-1,0,0.8512886765490304,64,0.001
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,attention,-3,0,0.8127262992255706,64,0.001
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,attention,-6,0,0.7812988964814924,64,0.001
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,attention,-9,0,0.5725930665975378,64,0.001
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,attention,-1,0,0.6069343800322061,64,0.0001
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,attention,-3,0,0.5589558891189326,64,0.0001
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,attention,-6,0,0.5945515585461236,64,0.001
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,attention,-9,0,0.5625790775247297,64,0.001
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,attention,-1,0,0.7145272181982798,64,0.001
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,attention,-3,0,0.6923310887279311,64,0.001
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,attention,-6,0,0.633042383431417,64,0.001
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,attention,-9,0,0.6481581032141239,64,0.0004
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,attention,-1,0,0.724098466404478,64,0.001
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,attention,-3,0,0.7098792406239813,64,0.001
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,attention,-6,0,0.6548681773727032,64,0.001
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,attention,-9,0,0.6357173079190683,64,0.0004
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,attention,-1,0,0.7369257560893999,64,0.0004
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,attention,-3,0,0.6975034030677039,64,0.001
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,attention,-6,0,0.6173354930455746,64,0.0004
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,attention,-9,0,0.5832515836622332,64,0.0004
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,attention,-1,0,0.6194779116465864,64,0.001
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,attention,-3,0,0.4849942405280035,64,0.0001
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,attention,-6,0,0.5313268578188725,64,0.001
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,attention,-9,0,0.5565050901279537,64,0.001
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,attention,-1,0,0.7934173669467787,64,0.0004
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,attention,-3,0,0.7786896008403362,64,0.001
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,attention,-6,0,0.6509760154061626,64,0.001
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,attention,-9,0,0.5656731442577031,64,0.0001
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,attention,-1,0,0.7864616938311779,64,0.0004
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,attention,-3,0,0.7694897186298988,64,0.001
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,attention,-6,0,0.5559514124610767,64,0.001
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,attention,-9,0,0.5359497292899823,64,0.0004
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,attention,-1,0,0.8621013133208255,64,0.0004
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,attention,-3,0,0.7991791744840526,64,0.0004
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,attention,-6,0,0.7056050656660413,64,0.0004
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,attention,-9,0,0.5720684803001876,64,0.0004
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,attention,-1,0,0.8051829268292683,64,0.0004
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,attention,-3,0,0.7782129455909944,64,0.001
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,attention,-6,0,0.6327392120075047,64,0.001
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,attention,-9,0,0.5655253283302064,64,0.001
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,attention,-1,0,0.7654849225753871,64,0.0004
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,attention,-3,0,0.6940595852576292,64,0.0001
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,attention,-6,0,0.5446436656705607,64,0.001
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,attention,-9,0,0.5455944942497509,64,0.0001
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/probes_rocauc.csv b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/probes_rocauc.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb11af930f6e22997c5c967269149e82e20966cf
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/probes_rocauc.csv
@@ -0,0 +1,101 @@
+model_name,dataset,seed,train_on_dataset,adapter_path,probe,layer,roc_auc,lr,batch_size
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,linear,-1,0.665979263909008,0.001,64
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,linear,-3,0.48955818445195554,0.001,64
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,linear,-6,0.6658116046998229,0.001,64
+roberta,cola,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/,linear,-9,0.6322831160469983,0.0004,64
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,linear,-1,0.7948488726615727,0.001,64
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,linear,-3,0.6067772048029509,0.001,64
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,linear,-6,0.669436393520784,0.001,64
+roberta,cola,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/,linear,-9,0.5809400132997077,0.0004,64
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,linear,-1,0.7267855956414856,0.001,64
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,linear,-3,0.44168825991628463,0.001,64
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,linear,-6,0.6222277589528935,0.0004,64
+roberta,cola,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/,linear,-9,0.6201614510663743,0.0001,64
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,linear,-1,0.7606709190571,0.001,64
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,linear,-3,0.6262658850133963,0.001,64
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,linear,-6,0.6005825529090775,0.0004,64
+roberta,cola,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/,linear,-9,0.6242441560356906,0.001,64
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,linear,-1,0.7373420624934466,0.001,64
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,linear,-3,0.40895001048547763,0.0001,64
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,linear,-6,0.6109035860333438,0.001,64
+roberta,cola,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/,linear,-9,0.6124600241165984,0.001,64
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,linear,-1,0.5989465258720121,0.001,64
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,linear,-3,0.5933982619416935,0.001,64
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,linear,-6,0.5306310404486339,0.0001,64
+roberta,SST5,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/,linear,-9,0.5181470323085285,0.0001,64
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,linear,-1,0.5470334438073747,0.0004,64
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,linear,-3,0.5570334354989736,0.0004,64
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,linear,-6,0.5350859628730784,0.001,64
+roberta,SST5,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/,linear,-9,0.5100103771931064,0.001,64
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,linear,-1,0.6046441054408072,0.001,64
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,linear,-3,0.6038321063768387,0.001,64
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,linear,-6,0.4888970290922231,0.0001,64
+roberta,SST5,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/,linear,-9,0.5302568877283127,0.0004,64
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,linear,-1,0.5734100942608281,0.0004,64
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,linear,-3,0.5658781768285408,0.001,64
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,linear,-6,0.5174754570523273,0.001,64
+roberta,SST5,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/,linear,-9,0.5033611906561137,0.0001,64
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,linear,-1,0.5826080357908767,0.0004,64
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,linear,-3,0.579444000871017,0.001,64
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,linear,-6,0.5121686671461659,0.001,64
+roberta,SST5,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/,linear,-9,0.505831936626921,0.0004,64
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,linear,-1,0.827819608472929,0.001,64
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,linear,-3,0.8102825270544054,0.001,64
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,linear,-6,0.765446902126468,0.001,64
+roberta,20newsgroups,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/,linear,-9,0.5750655256049151,0.001,64
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,linear,-1,0.8552397467214333,0.001,64
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,linear,-3,0.8340688326301984,0.001,64
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,linear,-6,0.7771294056447351,0.001,64
+roberta,20newsgroups,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/,linear,-9,0.5915699091390968,0.001,64
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,linear,-1,0.8262812871539251,0.001,64
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,linear,-3,0.7929335485780385,0.001,64
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,linear,-6,0.7505167876440597,0.001,64
+roberta,20newsgroups,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/,linear,-9,0.5735296453351773,0.001,64
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,linear,-1,0.8553695492675971,0.001,64
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,linear,-3,0.8196515954613187,0.001,64
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,linear,-6,0.7640247243106062,0.001,64
+roberta,20newsgroups,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/,linear,-9,0.567661314714863,0.001,64
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,linear,-1,0.8551362933584976,0.0004,64
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,linear,-3,0.815591898028413,0.001,64
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,linear,-6,0.7673900367974099,0.001,64
+roberta,20newsgroups,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/,linear,-9,0.5689949921927145,0.001,64
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,linear,-1,0.5537511502185416,0.001,64
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,linear,-3,0.5249525534851621,0.001,64
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,linear,-6,0.5284643144697493,0.001,64
+roberta,toxigen,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/,linear,-9,0.5380938003220612,0.0001,64
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,linear,-1,0.698470744680851,0.001,64
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,linear,-3,0.6921047419646899,0.001,64
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,linear,-6,0.5746307718424627,0.001,64
+roberta,toxigen,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/,linear,-9,0.5073704164780444,0.001,64
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,linear,-1,0.7160663378904218,0.001,64
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,linear,-3,0.7169194914372515,0.001,64
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,linear,-6,0.6250424842721489,0.001,64
+roberta,toxigen,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/,linear,-9,0.5504366342745768,0.001,64
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,linear,-1,0.7363706187879755,0.001,64
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,linear,-3,0.7000737648195043,0.001,64
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,linear,-6,0.5850538787367204,0.001,64
+roberta,toxigen,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/,linear,-9,0.5189849352466559,0.001,64
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,linear,-1,0.5918557952741197,0.0004,64
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,linear,-3,0.4557298963295041,0.0001,64
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,linear,-6,0.5140562248995983,0.0004,64
+roberta,toxigen,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/,linear,-9,0.5319611780455153,0.0004,64
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,linear,-1,0.7791272759103641,0.0004,64
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,linear,-3,0.7897846638655464,0.001,64
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,linear,-6,0.5216649159663865,0.0004,64
+roberta,SST2,0,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/,linear,-9,0.5040047268907563,0.0004,64
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,linear,-1,0.7798412208601004,0.001,64
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,linear,-3,0.7635144612449856,0.001,64
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,linear,-6,0.4767582124722978,0.001,64
+roberta,SST2,1,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/,linear,-9,0.476926529581732,0.0001,64
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,linear,-1,0.8662757973733584,0.0001,64
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,linear,-3,0.8251641651031895,0.001,64
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,linear,-6,0.6319418386491557,0.001,64
+roberta,SST2,2,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/,linear,-9,0.576688555347092,0.001,64
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,linear,-1,0.8072232645403377,0.0004,64
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,linear,-3,0.787687617260788,0.0001,64
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,linear,-6,0.5007504690431519,0.0001,64
+roberta,SST2,3,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/,linear,-9,0.46768292682926826,0.001,64
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,linear,-1,0.7865163451960517,0.0004,64
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,linear,-3,0.7422348999366114,0.0004,64
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,linear,-6,0.45560536086208453,0.001,64
+roberta,SST2,4,train,/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/,linear,-9,0.4634383772525582,0.0001,64
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..9c174144c97e5448d78334e8f85b14bc6456f0cd
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45770387631e85072dbea8bee9043810968d5df8b36cc09fec30e64ba0b1ed0a
+size 606183
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..c5533bb282edc1f8cebeddd0dc36d838bc4c9d68
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e1e90cefcf7dc3b4b301c82d94f9dec4e052ace705bbe35548ea4634f381a96
+size 606183
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b0480d2a36aeec1e97279b378b9bc4b707d37943
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbc4caaa6e03d5e26ede469963e5cd6c6fa4021d22702e31989e77888caf3d6b
+size 606183
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..248dc0297921c0c4d7ba0c90d5501d9e333be27c
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3c62c449a8e6945158eb9336e5d77fd784a0929854b9af8295a2dbcfbd1c487
+size 606183
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..e52a7c58650a0095949d937ebf6e9babf9f341e8
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_20newsgroups_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c21768bd2adc3a2432da250c249da31defb13c315690b6b748d2c005e058e1b
+size 606183
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..7444f359bea00419cc5a2091976af3a2df643696
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a859596a9348e7e6542c583461d46fbf5ec910d6245aa5cfddabf57e3696fc4
+size 41948
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b9f551cd0ed97c4e5d05921fd0ef70751cc75c4b
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4b282bb6daab2fa01366d03538ad23bf38fb1f997d2ede549889835d20b8e2a
+size 41948
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..4c29f518ef7fb4f157e8800c3a6d9bb12058f87c
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f72b2a80b3af09f3f0d1507abae4c9a23caaf9709c752f9645011bff9a514f0
+size 41948
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0cbbd33dc872dc83716fa2bbb9ad151e827eb7c1
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f38c9d3bbd04070e1ca369f132d27bd241a72d3713feaa570ec9313c2fd89ba
+size 41948
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..2672e8d9c1ac846a8fd53b68ba9a84a517c3b24a
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST2_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:550585ef9e13694eb93b37d9a283404901f53b20324241409d281e030350a899
+size 41948
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..519b51a72f74be2289eef39499113906b8ee5acc
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e767915c3d2cf31cf9987f4ba288e64f31f7bcc90e1e4465e902666e663ef9b
+size 114089
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..e374455b22954efbbbaf8bf15abd9b142c2222c6
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7855f7a289cb1f39196aa32f85a7da9fb3526f8d7bd29e97fea509859af1e6
+size 114089
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..46f7411b0ff76bbc301772bc699a19145cc9a138
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99fd4bf14d695de9f5d3c4974718cf5099aa0ccd6d0b5fe873ac7e670c736ea6
+size 114089
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..ad061d047e0a5cfe736ccdaa2593d0aa89a3eb8c
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44ed0c36f85123d999e204b96d7ba7fce5ee842917004fb2fef896e3444cca0d
+size 114089
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..a659e32d6309c435f60b26cc88aaeb78433966cd
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_SST5_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5995253fdcf7d0055d7642c1619de546026aea890521efbe4e8a6c5066c43f02
+size 114089
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b5d7f3a6f5280e0aa00a4d3bc03ea03e65d1fc7a
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c63125d737e8fa625c21d70950e88e4c41bf5f641ff9e6f42b94655807a6d7c
+size 49472
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b22196460d2c76e1caf8c1e2dbcc19b827af586b
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b4ce86e2819fde4e3d1312269cea1a6e37e0555064f42bea67356335fc2d7e7
+size 49472
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..316b95b87c1b66ada8c586a9350fccddaffead9d
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97799479d35c767c2ab1830c83bab93cdb5ad16b5fd3cdcdb8d17f61b54b84e7
+size 49472
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..b5773397e79b65ac9c08d1428e9d52122180e671
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab6c53c9cca135d7a0489262ff85f8c8585006dbbe2e060f9d0e2ed01d4f4aeb
+size 49472
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..6b41dab58c1a767b8cabe208d04b4e318daf1e58
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_cola_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6202e9d09c129b7395b285a886860a1db9e9732740a967494bf46c103dbad81
+size 49472
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_0_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_0_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..e2ae7f3b8797ebfdac3f77a4f0eac0fdb3561a34
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_0_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a331cf041e038cd94f0347c9a97913282b33c6dd439cbbcfb7f9baaaf66fac19
+size 44953
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_1_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_1_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..0da6dba242bc79b7c75b827aaccf2e4a6e4f5b0c
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_1_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eadaab7be8a6ed374760e2dad7caf05ec02855f95e279e42b566098fdfb8c7c0
+size 44953
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_2_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_2_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..4cc38275e12fe7420535ca1ab548fa9ce29db056
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_2_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23588bd7b21edd02ec0ae8833d8b8c449ddfba8aaf1567fd1d273b546662fbc5
+size 44953
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_3_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_3_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..806149577f4b0dafde248ee2febd357108ba1670
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_3_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59d4e8f5a061d1a188fcf04352c46e9c0d5b9b40174908b9877d134b0f15e3db
+size 44953
diff --git a/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_4_train_prob_baselines.pkl b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_4_train_prob_baselines.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..3637d367b83bba090309447c1953f8d7f8568bd3
--- /dev/null
+++ b/embeddings/results/probes_full_model_ds_with_lr_hyper/roberta_train/roberta_toxigen_seed_4_train_prob_baselines.pkl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19c7b86b292d19e8616d84552acb0256186619c4c8f07520aa2121d455875da5
+size 44953
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..ffad9f7e1fc8378810fc084eec308d6b1e612137
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4610f48ad765c8be0b753e0378592b86da618336df157b463a9b7f8beff04478
+size 5664911
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81ce60dab09cb912457ce47dbd74cb68b8934ba5
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/0/,full,20newsgroups,train,0,entropy_response_finetune,100.0,0.01,1.0,cls_head,0.0001,entropy,5,0.8418028950691223,0.9006730303963402,0.9024281880965996,0.7813329696655273,0.8388594592057133,0.8482374431202377
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..849f3b30d96b84e16c052eb8a88a89201158ac06
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:146b9a81bac7ff9a586b2a8b774bbae283a6aac274c87f4184c47fc66c4b35fc
+size 5664911
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12706342247159613fe6831a65b49ef98137d1d1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/1/,full,20newsgroups,train,1,entropy_response_finetune,100.0,0.01,0.01,cls_head,0.0001,entropy,3,0.8400353789329529,0.905207640061497,0.9156681130315245,0.7746946215629578,0.8513049138077731,0.8555100260099101
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..045c527b7492f7c3709e4dc6f397e2e9f146cb6b
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a13f181212e9fee7d88de9dfa55c098ffad8f21a77211d296b80a7f1ac44b76a
+size 5664911
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aee85b346779cc1b6c55755ce94ffd130c76c64d
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/2/,full,20newsgroups,train,2,entropy_response_finetune,100.0,1.0,1.0,cls_head,0.0004,entropy,20,0.8479893803596497,0.8853372638365428,0.890431668625859,0.7749601602554321,0.8632554606636638,0.8640468216438417
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..035b4346b283cf2fd5d00b567e4a3de642ec7c21
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acc0d91d47565595a2e2438103fda134afeeb9fa113dc17c79d3828bd44e0ac5
+size 5664911
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec26c5a8848cab36aa1b8c8534ac7aa506a68281
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_3/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/3/,full,20newsgroups,train,3,entropy_response_finetune,100.0,0.01,0.01,cls_head,1e-05,entropy,6,0.8435704708099365,0.8937104349601799,0.8991811017097129,0.7753584980964661,0.8570428122672367,0.8631676260565432
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..ee5eb768323ecfa4269254e0db8acffcb6c6f0e4
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2ea8d84773cf83aecc169e2cf5ce3f8f2371ba5b0586832dc8662f8cd83e20a
+size 5664911
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ef7e905ced3aebb89d99dd288aab7e230cfb06a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_20newsgroups/seed_4/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/4/,full,20newsgroups,train,4,entropy_response_finetune,100.0,0.1,0.1,cls_head,0.0001,entropy,13,0.844896137714386,0.8961939288822136,0.9061050912515347,0.7792087197303772,0.8391568795019174,0.8446587433570416
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..f0d16d4ab4b913e32ba00a65e194dccd6466de9e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b22b626e32a9bb3a060379b34909a2a3b3e8db674b526343196c6f392331ef6
+size 4772061
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2912c0a7efb9b19d6907a1dad431ef32cc1d9d70
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/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,/workspace/data/full_weights/electra_runs_seeds/SST2/0/,full,SST2,train,0,entropy_response_finetune,100.0,0.01,0.1,cls_head,0.0004,entropy,1,0.953674852848053,0.819432842509092,0.8257151033744915,0.9461008906364441,0.8562733720180529,0.8573049645390072
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..5d7adb99cca00283f41feab159d481936aed346e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa255ed107babeae2abc9efd8065a081a52d6cdb66baee3b758b088359915f6c
+size 4772061
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..caacfd037a22a57cc2bd536fec2ba22d9eae1e61
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/SST2/1/,full,SST2,train,1,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.9544172286987305,0.8848398902197026,0.8883086567521166,0.9277523159980774,0.911050287440893,0.9106088253183432
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..3c91272914bf1af8fe451b5db0f4d5e528f8bfac
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bca7093acaf2349ac53b5dc028966bfb4945d0bcba41761c1c7072175643976b
+size 4772061
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a71db6660ee07de54417d2afae03379658531246
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/SST2/2/,full,SST2,train,2,entropy_response_finetune,100.0,0.01,1.0,cls_head,1e-05,entropy,8,0.9528582096099854,0.8428888159529337,0.8590592284262091,0.9415137767791748,0.880322896515488,0.8960617133576938
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..7332b60721b68cb2f6c5e3e44c25177db5d5aa04
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4eebd8d2a0dc0342f20e33dfaf577bd3654d0d50fac4192453b3f96d5115555f
+size 4772061
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4d4fc909da541f4081ef70942bbe182342983a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST2/seed_3/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,/workspace/data/full_weights/electra_runs_seeds/SST2/3/,full,SST2,train,3,entropy_response_finetune,100.0,0.01,0.1,cls_head,1e-05,entropy,7,0.953971803188324,0.8732213505711057,0.891668256558303,0.9380733966827393,0.8869079960155756,0.8943221950556914
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..ace70e7145410f62e68e2a2b974a645e03064cd1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7f66dc8116d5c42b2604af7a2555d00b56a9cfa3df6f834f00e52770cd02248
+size 4865214
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2648896ddc2f188c7b72e04a0327f704119baa7
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/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,/workspace/data/full_weights/electra_runs_seeds/SST5/0/,full,SST5,train,0,entropy_response_finetune,100.0,0.01,0.1,cls_head,0.0004,entropy,1,0.545867383480072,0.5344226289517471,0.5849051580698835,0.5375565886497498,0.5960263100674059,0.6420903424328083
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6400bfdeb21e9604a485d3c853c3fd03bb53c949
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6d37f1dbecf6cde9f04dfa79425b3f3ed4542048eae99525a529d7cdd568150
+size 4865214
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e24043433e401c47cd80ba6d52e733ddea4d4858
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/SST5/1/,full,SST5,train,1,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0004,entropy,19,0.5376930236816406,0.5352838103329263,0.541307147029151,0.5411764979362488,0.5702617370195193,0.5788105321485821
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..1d452a37c1e6f8a9d0934127f4909f7bd09e1281
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a085f2e46b151e3f33a71b9f9b06b62796c37fc253012a4356cde165b0df3d3
+size 4865214
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..561426c6e82cc7061f58159e81b4b1663a7df532
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/SST5/2/,full,SST5,train,2,entropy_response_finetune,100.0,0.1,0.1,cls_head,0.0001,entropy,13,0.5404177904129028,0.5485103132161956,0.5596771514930082,0.5470588207244873,0.5769623263419789,0.6050607787580493
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..db84b99baff4e6ce7fa9172388219efec9fe303a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5344bcc127c969926fe913b9715c356a01529ee157de3e115f9250140357b8c1
+size 4865214
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af766ff4b45fdf02d3705c2105f0ac5d8b7c1048
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_3/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,/workspace/data/full_weights/electra_runs_seeds/SST5/3/,full,SST5,train,3,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0004,entropy,19,0.5376930236816406,0.5491325067700314,0.553728827058886,0.5561085939407349,0.5549782731126556,0.5622888585317949
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..882670681268add10df6dfb68ef069eaa39ba2ac
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c0c0ed65c5f1b7c9fcc4cd5178b1ecdf4fb105091c483af920ef6ec74e280a3
+size 4865214
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..408cbd7dbdf40fac544964dbcc022f63f4622132
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_SST5/seed_4/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,/workspace/data/full_weights/electra_runs_seeds/SST5/4/,full,SST5,train,4,entropy_response_finetune,100.0,1.0,1.0,cls_head,0.0004,entropy,20,0.5476838946342468,0.5517559458397437,0.5758523313819124,0.5552036166191101,0.6116730962632064,0.6095970537441311
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..4ba20c848cf09f3d99aa7a629f68fd11852b72f2
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b2c51cf80f63b2091cfb831a5d12250640dcee7adf997682a372574c14aa451
+size 4778217
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a8a3ae5af0d54bf5c6c087410b0f57d052cda9c
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/0/,full,cola,train,0,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0001,entropy,22,0.8679134845733643,0.726492059235422,0.759068561723429,0.8542665243148804,0.7854310650363282,0.8014649418158191
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..0feb2d54cb1db2f43c7059076e936f3127492241
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff8c7a6cce80e1965d89ad11e64512577f6b9b0fc45303df26e25169828706b8
+size 4778217
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fd2ad343c69ad45c0c88c627f8543f4efb330c4
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/1/,full,cola,train,1,entropy_response_finetune,100.0,0.1,0.1,cls_head,0.0004,entropy,10,0.8673290610313416,0.7355804053813363,0.7433030148307348,0.8379673957824707,0.7862849173357889,0.7998727201332376
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..7468cb67741626baa78af2a8971f92d2ce7258a0
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30f0853aa39c13ae0bb38e2df2971e62deba179993f08429c675eec37e926d2c
+size 4778217
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81f13b198d4ffd7f4d1a60373e3f756ede00d405
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/2/,full,cola,train,2,entropy_response_finetune,100.0,1.0,0.01,cls_head,0.0001,entropy,21,0.8679134845733643,0.768749441315813,0.7762313399481541,0.8379673957824707,0.8063247261451802,0.8157894736842105
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..26e9ddfc9841a32c9c165da0c38b974f011a67e1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7147bd90d7df1acb9c05702b021b635aa8b21acd2b628a9b766d28e39b24998
+size 4778217
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d406d80d3c4a0839659946c5403263111f6f3a52
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_3/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/3/,full,cola,train,3,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0001,entropy,12,0.8679134845733643,0.7327582610768452,0.7459849229760734,0.846596360206604,0.7910638448471121,0.8131441109852775
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..00e97bc12ccea270b7ea78d6d6e38b242c6f36c7
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1b43b8cb93a48c652bad5c4935d1aa7d709ff708b03cb089dc90eabc22846f6
+size 4778217
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad988cd33b61710a26c65d5c8049a3dc6321b3f3
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_cola/seed_4/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/4/,full,cola,train,4,entropy_response_finetune,100.0,0.1,0.1,cls_head,0.0001,entropy,13,0.8731735944747925,0.7647594988247923,0.7659547560441459,0.8408437371253967,0.8173881386435137,0.8188512316083032
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..9647814b3e0c4cda17fe8525d36f8c62e37d7063
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:324aa1e47e3e27fba25d8401317123fed706fe0173d972c4c3ace2252c2a9480
+size 4774522
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f72c904236f4576edc4b84b624d8c47d51e3c88a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/0/,full,toxigen,train,0,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0004,entropy,19,0.8521205186843872,0.7621134052464446,0.7747958137178583,0.8223404288291931,0.7077952762005097,0.711033302089224
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..03d0225977bf4748a1f90fc7ca91d92cfce2f00a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eaa6724fcee17b25e41445a09bf6b3a9b1b5d442210793e578e74867f2f30cea
+size 4774522
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a965b64bc19b9f27056cbf74108c0f179e74872
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/1/,full,toxigen,train,1,entropy_response_finetune,100.0,0.01,0.1,cls_head,1e-05,entropy,7,0.8465401530265808,0.7880194163120993,0.788048181218913,0.8117021322250366,0.7459330178969428,0.7456294288824222
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..87dbfc15c28215fd52588abf43ac6de21fbadcf6
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7c8715c320dd8446a32b1665a1d9b00c46a09e3c1a41d9c41b9b0007c8edc25
+size 4774522
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69be8a6f366fb103e8fac34ff6dfacdd71d928f3
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/2/,full,toxigen,train,2,entropy_response_finetune,100.0,1.0,1.0,cls_head,1e-05,entropy,26,0.8504464030265808,0.7830960845379402,0.7835502605084812,0.8074468374252319,0.7538997954563652,0.7609168795813043
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..e3bf90ca36a5fb11523bf3da858cb39412a8ad75
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a56baf02014216c3a2795db5a77f9a86e2a72961c811b9df86963d21dfc06f3
+size 4774522
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38f6b3ffbdbae97fe3656ebb4040f41b8cb5038f
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/3/,full,toxigen,train,3,entropy_response_finetune,100.0,1.0,1.0,cls_head,0.0004,entropy,20,0.8465401530265808,0.7804242823755019,0.7824078624078624,0.8202127814292908,0.7110722261874611,0.7202511147437816
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..908052afa7f8be880f2c1f0b0d71f6a4b02a33fa
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb88623e6f37dbba1e493f2528af0b084362e05facf099c5451a7acb81ae0d1
+size 4774522
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bbf8f9c555c728f50f44072fd50e62e4223ef50
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/4/,full,toxigen,train,4,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0004,entropy,19,0.8387276530265808,0.7627869980914757,0.7659398619140037,0.8148936033248901,0.7335501635605175,0.7431199543831218
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6d36f321bbae87c94ad723d3c1c3f28b6022260e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80d9ab8cef0bf78f02d03b1c359d377324c00dbd14aeecfeacfa62e4937b5d5b
+size 5664886
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef112002e2252e1c372652cc14e1e53b791c1ac3
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/0/,full,20newsgroups,train,0,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0001,entropy,12,0.8510826230049133,0.8891608197676031,0.904382015893705,0.7805363535881042,0.8402236491981313,0.8569807718409171
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..5bf156528a598baa5860016e3ca5c0e19e5c6550
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8630005313c1f610bb6fbc6bff9c850d9d0b51d52d24c5b148b354d087d50283
+size 5664886
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f556ce0043d5b308a9a692d7a1b3ee83c0e6dacc
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/1/,full,20newsgroups,train,1,entropy_response_finetune,100.0,0.01,0.01,cls_head,0.0001,entropy,3,0.8418028950691223,0.8870833883194768,0.9084663998005835,0.7671269178390503,0.8440576708807402,0.8747938253580897
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..385430ef3cf6d744eacef6b299072ac6c0f50902
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07a38c831ff875a8816c48fdfd0374fc60e0a7054aa463064a103c817b27febf
+size 5664886
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ff94096dc325f59e55b81889fa95778a0d9b599
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/2/,full,20newsgroups,train,2,entropy_response_finetune,100.0,1.0,0.01,cls_head,0.0001,entropy,21,0.8550596833229065,0.882689701897019,0.8944491712358984,0.7831917405128479,0.8352823145525718,0.8390705680755672
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..59b051014f1c57def26131ade4c8d814e68ff531
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37fd852b37358ed0adfefae74d47663aa3be778c932c9f8d731c13cfe76dd6a7
+size 5664886
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bc41285620973880c0f06ebce82572074a7c261
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/3/,full,20newsgroups,train,3,entropy_response_finetune,100.0,1.0,0.01,cls_head,0.0001,entropy,21,0.8528501987457275,0.8842007810919729,0.8976831754033825,0.7746946215629578,0.8517408360638437,0.8653965690752218
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..12b997606caa73420b527e61e234f52e01c38952
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2784d8356c110b3e588096eb0fe1c00b1606f2d36c7b3348549dd12074f8368f
+size 5664886
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb9ef51ef33aab9cbdf7e4cfb1ddfcbd717b0a36
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/4/,full,20newsgroups,train,4,entropy_response_finetune,100.0,1.0,1.0,cls_head,0.0004,entropy,20,0.8501988649368286,0.893647391435002,0.9030059671652592,0.774561882019043,0.8578403760418293,0.8675836340561585
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..44d756acab14c4f9aaecf24531bf713e90c23c9a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8e833262f18d489f9c6f653d2491c10680a685556e6c14daf41375c130a063e
+size 4772036
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fab7aff5846d773d582eda6ef76dacbce8edbf7e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/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,/workspace/data/full_weights/roberta_runs_seeds/SST2/0/,full,SST2,train,0,entropy_response_finetune,100.0,0.01,0.01,cls_head,0.0004,entropy,0,0.9455827474594116,0.7893590458066493,0.8098812142514621,0.9357798099517822,0.8044686624649859,0.8187149859943978
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..b2fd22459722d7c8c24d06c2f8ec686353cad219
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29c197e18247efab7090732a7e6c43903360e5d842a39653af0ab35f443e9426
+size 4772036
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f95223f369867a11aaa43c14953524b2483ad10
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/SST2/1/,full,SST2,train,1,entropy_response_finetune,100.0,0.1,0.1,cls_head,0.0004,entropy,10,0.9477357268333435,0.8258806573390967,0.8458124741856922,0.9495412707328796,0.7838301493192799,0.8118137900746596
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..ef2498bbb8b94e3e50ec2c93916da0bee51995a2
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54d33b3a70e11c3f3e354db6ebcc7ed5203e7ecc9f71701b64c56ff816db2192
+size 4772036
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c45eef9d36788e587e4ccf0230114896f7227eee
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/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,/workspace/data/full_weights/roberta_runs_seeds/SST2/2/,full,SST2,train,2,entropy_response_finetune,100.0,1.0,0.1,cls_head,1e-05,entropy,25,0.9477357268333435,0.8593963079308674,0.8736950422286471,0.9403669834136963,0.8538813320825516,0.8751641651031896
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..d6dd61de70a178bd80f221559f34d1db32bd920b
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be8c07b8f241e056758ad13122f23bd9f889f487b4777d8d5c8f5d58226aa586
+size 4772036
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94fa3fc1188d6511571f23ca281ae7f3338a24be
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/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,/workspace/data/full_weights/roberta_runs_seeds/SST2/3/,full,SST2,train,3,entropy_response_finetune,100.0,0.1,0.01,cls_head,1e-05,entropy,15,0.9469932913780212,0.8208429185408876,0.8261637517973637,0.9403669834136963,0.811796435272045,0.825140712945591
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..64ea68a305eca97899a10e1fbcac982ced0ff80a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0a8c765f301bfed9377edbb155f9a5d4987ae13aaa161debbe841ce0a5667e4
+size 4865189
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c4b57a783656b1b9440c04e33abcabbd2c16ffd
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/0/,full,SST5,train,0,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0004,entropy,19,0.5413260459899902,0.5522958336102067,0.6099873745763839,0.5570135712623596,0.6060561806050538,0.5889437737574358
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fea459e862d237b9008100d209e84855cedc09fe
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d6da263b263485e652d6c8163b945ce6c2f6aa36c4e8c0dbdbaae385849cd93
+size 4865189
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd9a68b7a8d68a14c5b7e7b20a8ade74ed94266d
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/1/,full,SST5,train,1,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0001,entropy,22,0.5440508723258972,0.5680749456265091,0.5852250430664654,0.5624434351921082,0.5908787243725151,0.6183725033923165
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..182048a7e26af3c5287571cc01b19a6e3dc1183d
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cf7a9be6b85958ad523f0bd40fb9e3bca8e8730f6a7c3d608481889cde05ecd
+size 4865189
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..162f89c39806c8c26177636392db6db6d74e8370
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/2/,full,SST5,train,2,entropy_response_finetune,100.0,1.0,0.01,cls_head,0.0004,entropy,18,0.5431426167488098,0.5895297113639235,0.6070200868368384,0.5475113391876221,0.6261760330578513,0.6118921487603306
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..86897167cd2f640af47fd98390a547a44bbbc03c
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b9a7d4ec39ebcd442c64b0859090502364f9462ab1970673facfd8d9b136c5e
+size 4865189
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a182b06bd5f4867a8c5f3a0a6b1eb462c4d3c7e2
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/3/,full,SST5,train,3,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.538601279258728,0.5479578016491615,0.5843967016770458,0.5538461804389954,0.5871374073632156,0.6190863262140556
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..0d963e3a54956d90135d0f5ef619ea0cedf13735
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25af6100a799e3ac9070f220ea49bd85aec6ed2e9f6d935c9eb94ca31a4be3ec
+size 4865189
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f07723605289d43788a7748787201f2f2d1c83bf
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/4/,full,SST5,train,4,entropy_response_finetune,100.0,0.01,0.1,cls_head,0.0001,entropy,4,0.5395095348358154,0.5528028476746425,0.5897900769695641,0.540723979473114,0.5901519055176536,0.6268722303522477
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..e6db7be5f9e63d0bfabe14d2fd43087b729edeb3
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6c8737b956f84dd56f7c243a33f754e61474fe47140d7ace47dffb2ae3758fe
+size 4778192
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..062e97d9a961bca480cabe98071f6ecc02ae74cf
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/0/,full,cola,train,0,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.8474576473236084,0.7591108468754129,0.7710741181133571,0.8370086550712585,0.7586348628798598,0.7592918266963142
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..66153be2a40f72ca9450d36b141e8649ce698f2f
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba3bd2777ec7332736a62d6f8dac2d6278f8ef6976792df31a94fbce4042d925
+size 4778192
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..454b2ca6811feb07c02aaa6675f886cb01381a99
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/1/,full,cola,train,1,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.8527176976203918,0.7698630286018908,0.7763661781824907,0.8197507262229919,0.7937010078387456,0.8018134876197586
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..33bdad8ded80d82be4c1e742dad5e8c25ad08d74
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1188a93f01853b1a998f60f1140d7a6aa3dea6fe70f3aa68602e87df1be43853
+size 4778192
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4679aeb3ad27ac72f101a8760b47f2f7569f703b
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/2/,full,cola,train,2,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.8556399941444397,0.7389756310701091,0.7419581425189707,0.8341323137283325,0.7759716962328085,0.7779782074280779
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..4c796c93a340bb3847e020f9d2fe843e1125ff84
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b43b2467a15b8157268b56d73c189bcdc17e0cf0d0eb2939595b6c5898086bf
+size 4778192
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4500cf10fc6b1c1eaff8133ebeaa8d409ca8a134
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/3/,full,cola,train,3,entropy_response_finetune,100.0,1.0,0.01,cls_head,0.0004,entropy,18,0.8486265540122986,0.7641703096248551,0.7709323845687482,0.8149568438529968,0.7876622980798537,0.7883785431270953
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fe7a00435e4ff6e7316502b2cc174ff743eead50
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80c92e58f862b871c7e572a50900b9afc7936935cb8b349b295ed4bc48bc082d
+size 4778192
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8611a2afabf5a2f5a3f62e744f359cb89e058b37
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/4/,full,cola,train,4,entropy_response_finetune,100.0,1.0,0.01,cls_head,0.0004,entropy,18,0.8573933243751526,0.7638148557891089,0.7672147909752255,0.8312559723854065,0.7740969382405368,0.7751028887490825
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..eb06fc98c73fc46a6453bd62a98f1fbdde98103b
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:582fca61d3ce24b703348fc9cc34cf0b1f0d4f40fdc463d9648bbedb4b2276b8
+size 4774497
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..544b7b40fedcafa7d0700d71430342eeda0b1343
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/0/,full,toxigen,train,0,entropy_response_finetune,100.0,0.01,0.01,cls_head,0.0004,entropy,0,0.8521205186843872,0.7785916397919214,0.7837441771385502,0.8042553067207336,0.7366754370830457,0.7256585001150219
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..d84dc5eae97f8c9a80cbfaef911dce82c6f7cf44
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb0dc26a46656b360ffa8af3476b45760b412d7b16c7b66bcd12e827e1ee068d
+size 4774497
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0da3ee297487b2ecc76a27c616cc8277614ee68c
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/1/,full,toxigen,train,1,entropy_response_finetune,100.0,0.01,0.01,cls_head,0.0001,entropy,3,0.8521205186843872,0.7962066451668706,0.7984925430304828,0.800000011920929,0.7002638354459032,0.7136571978270709
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..ac520a6d04dfe2179f96caedde7154cc89a25650
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8a82dd74e3267d38bdf71f82d58169f2e2a123fe17f7d2a269423b557ae3fc8
+size 4774497
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e20583333cfb8fd1401021ceeff5dc51dd0e1a54
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/2/,full,toxigen,train,2,entropy_response_finetune,100.0,0.01,0.01,cls_head,0.0001,entropy,3,0.84765625,0.7957905601091908,0.8006834070033543,0.7946808338165283,0.7046250632928953,0.6943837526270886
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fdee204a2f3a7173bced7b8f6d0d4f1bcfb5968c
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f425797a12908db3cc261aee22f0eec520a6d0fd88367731651bf8f98346fe53
+size 4774497
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74461e1d5d37fceca17927412e8a6805391c6474
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/3/,full,toxigen,train,3,entropy_response_finetune,100.0,1.0,1.0,cls_head,0.0001,entropy,23,0.8510044813156128,0.7791735740160866,0.7985411678025419,0.8170212507247925,0.7541825641957365,0.7450036337209304
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..70af36d785662fc65822010218a3bd697b778d94
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73cf5da8c46801e18de5ac6830c298c20fa96b5d669bf1bb96e9a9a54b669b0a
+size 4774497
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b332643be4aa2ccbd16fb4b337e27487ec32bf1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/4/,full,toxigen,train,4,entropy_response_finetune,100.0,1.0,0.1,cls_head,0.0004,entropy,19,0.8448660969734192,0.7573855050701843,0.7659138211227583,0.8234042525291443,0.7275030353974035,0.722455714330189
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..a3afce59e910cac496eacc12345d5d5ad846415a
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d46484b858ac9163a798690c9f2da1ae0b2b0dc543882b5aa8708331444ed85
+size 5665182
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96f661900685abb1f87d5b2bbaa625df7ca8a212
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/0/,full,20newsgroups,train,0,softmax_response_finetune,100.0,0.1,1.0,cls_head,1e-05,sr,17,0.8418028950691223,0.9006730303963402,0.9029604539656007,0.7813329696655273,0.8388594592057133,0.848391684579826
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..c52a0114b851f4929c1492b162ad6bd1eef6db87
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c59c335d6eddf04843377e5590b65456340303e6d22b0e5341213d710e8b5c04
+size 5665182
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2642cf76708e534721babb60ff79c7cc878d981d
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/NewsGroups/1/,full,20newsgroups,train,1,softmax_response_finetune,100.0,0.01,0.01,cls_head,0.0001,sr,3,0.8400353789329529,0.905207640061497,0.9141176060288131,0.7746946215629578,0.8513049138077731,0.8548212759146012
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..fda93365cd44ab53176ec56a20901e09180f578b
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02bcbe1757b072391994eec20e307df6a0f0dadf94ada4ee5d42d948145c2b60
+size 4772344
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bdbdf9c4b97efd3eb9e3c15d1f0309741e31501
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/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,/workspace/data/full_weights/electra_runs_seeds/SST2/4/,full,SST2,train,4,softmax_response_finetune,100.0,1.0,0.1,cls_head,0.0001,sr,22,0.9543429613113403,0.8713793310628556,0.8772147119370844,0.9380733966827393,0.8871683419360681,0.8973557909988228
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..d22b0fca6220b2f8cc9427208b6d6fd44f42d55c
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b505bbe2c62b19aef0ecbeeafb9f7a74508bf3ca85ace3a3b683acdc11bb5300
+size 4865485
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68e8d9b9723819a06f8cb2b9e83a80f11bce3205
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/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,/workspace/data/full_weights/electra_runs_seeds/SST5/0/,full,SST5,train,0,softmax_response_finetune,100.0,0.1,0.01,cls_head,0.0004,sr,9,0.545867383480072,0.5344226289517471,0.5896139767054909,0.5375565886497498,0.5960263100674059,0.6287887024188394
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..89893c978f7a3dcae21085276bbd02fac2bb3161
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bc587c656638af1c47fef2c94f006d3d7c7a84594dc8f4a88ab4bf5b361e471
+size 4865485
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cb392b3f526754f58bddd148f630ad200cb5279
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/SST5/1/,full,SST5,train,1,softmax_response_finetune,100.0,0.1,0.01,cls_head,0.0004,sr,9,0.5376930236816406,0.5352838103329263,0.550260845324696,0.5411764979362488,0.5702617370195193,0.596125810558535
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..3a6b7b7b599d47ce87da55950d0423a9a2b7b96e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14cb38ad36d3c19e3f6388799a2010551083c4d666a6e0b44a5c32d25e84ca51
+size 4865485
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b18cdb322d2c098712c519be6fdf17184f44206e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/SST5/2/,full,SST5,train,2,softmax_response_finetune,100.0,0.1,1.0,cls_head,0.0004,sr,11,0.5404177904129028,0.5485103132161956,0.5607134553426114,0.5470588207244873,0.5769623263419789,0.6011622785816335
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..7674474d56763dac369da7f40c1a4ba98cfc867f
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80bbae27842ccfc20747afb3f02c2e2a42779ed8840cd3eb34e9b9f41ab4e877
+size 4778488
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02e0df5a3227a563c81637b24b623d471ca7e790
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/0/,full,cola,train,0,softmax_response_finetune,100.0,0.1,0.01,cls_head,0.0004,sr,9,0.8679134845733643,0.726492059235422,0.7542564285927119,0.8542665243148804,0.7854310650363282,0.7983342193868509
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..56afaf0c55e7d269d60572eebd9fff320d99cff5
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:474920db1a44745c567d8fd0c4585ab56cc5a6d2726c2380f212650e0f025f8c
+size 4778488
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..047a162489019bd409f03052593fd2b0a8d89cf7
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/1/,full,cola,train,1,softmax_response_finetune,100.0,0.1,0.1,cls_head,0.0004,sr,10,0.8673290610313416,0.7355804053813363,0.7380665423845543,0.8379673957824707,0.7862849173357889,0.790069462310265
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..0c4c994cbb042e6cb2b7895a702620ce43fd77e8
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd013ccc1a6234cc0a95d1babd490a75f51dbba15e57b5b752f85b424842929f
+size 4778488
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f85a5bb6c1a036cf180a90c4c8f5755f5123531
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/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,/workspace/data/full_weights/electra_runs_seeds/CoLa/2/,full,cola,train,2,softmax_response_finetune,100.0,0.1,0.01,cls_head,0.0004,sr,9,0.8679134845733643,0.768749441315813,0.7748040880784244,0.8379673957824707,0.8063247261451802,0.8185178665727865
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..e570db659e7115beb365e3b38335fa4e90cdee85
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e882d04cb5dbcba497ec734a35e21a80689251c62ac3d854a69406af15b7c9e5
+size 4774793
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..570741335af976918e699b727c329465327a82be
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/0/,full,toxigen,train,0,softmax_response_finetune,100.0,0.01,1.0,cls_head,0.0004,sr,2,0.8521205186843872,0.7621134052464446,0.773174679665394,0.8223404288291931,0.7077952762005097,0.7111417527170756
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6addbe95adcd01570ce23605281872a150d08400
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48e19ba0a79c8c737d128ecabf92b4e6b9e4ccc68475dfe36264091c1b1730d5
+size 4774793
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..387e5d1409ce193e48be5323053bd261b82dca39
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/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,/workspace/data/full_weights/electra_runs_seeds/ToxigenDataset/1/,full,toxigen,train,1,softmax_response_finetune,100.0,1.0,0.01,cls_head,0.0001,sr,21,0.8465401530265808,0.7880194163120993,0.7898603703481752,0.8117021322250366,0.7459330178969428,0.7451925568859171
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..dba2977dd70e68499c42e063f82f41bb512ee4e8
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7851db61d7deb8e22f5fdb5bc9954eca58b6e00c7d8aee2449514195f8328f98
+size 5665169
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04910592f246c4eb0a83c8db12c85d3a2c8b18f3
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/0/,full,20newsgroups,train,0,softmax_response_finetune,100.0,1.0,0.01,cls_head,0.0001,sr,21,0.8510826230049133,0.8891608197676031,0.9052740724306769,0.7805363535881042,0.8402236491981313,0.8515298487227858
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6cccc9577d1be9c9908efd6d949c2a61eae4ceb2
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:061bfeeac04492d9a6120602dc15f25b88cc31aeb571cd5c8a73ffe083e388f4
+size 5665169
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..121bcd31ae52d75e20b26b070c0eb1b88118e300
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/NewsGroups/1/,full,20newsgroups,train,1,softmax_response_finetune,100.0,1.0,0.01,cls_head,0.0001,sr,21,0.8418028950691223,0.8870833883194768,0.9094634818692356,0.7671269178390503,0.8440576708807402,0.8752857040802352
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..cc9d2df41c030d5795ec53f26f71ea4c4b8c0298
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff501b1e6e1e3d453c5267ba57cf5309d1202f2f5bd7cada870feda9677b7326
+size 4772307
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..338de8c40dcb512ff55696219a0a541e63ea3974
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/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,/workspace/data/full_weights/roberta_runs_seeds/SST2/2/,full,SST2,train,2,softmax_response_finetune,100.0,0.01,0.1,cls_head,0.0004,sr,1,0.9477357268333435,0.8593963079308674,0.8731690757053537,0.9403669834136963,0.8538813320825516,0.8748358348968105
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..f7249b0a4e91f18ac6d3d2cb06de5e86861f9ea5
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2d93f51b28bc612fc51e00768bca15dbdb1e795d983d7e343d9647ab6f67971
+size 4865472
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8fe7ab910c387a96f8d7f97b0b223c7029b3aca7
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/0/,full,SST5,train,0,softmax_response_finetune,100.0,0.1,1.0,cls_head,0.0001,sr,14,0.5413260459899902,0.5522958336102067,0.6088211841318361,0.5570135712623596,0.6060561806050538,0.5779870372875056
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..7ecb225ef9c8ba9bb5703fe64ef150546a1e47b6
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a60e51a153be952c6cdcb30d1d4eb841c01fc22194ebc9754fc437e994c2a7e3
+size 4865472
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7712f4450bf7ed45861b6196e1f31fbe3657127b
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/SST5/1/,full,SST5,train,1,softmax_response_finetune,100.0,0.01,1.0,cls_head,1e-05,sr,8,0.5440508723258972,0.5680749456265091,0.5803364172691537,0.5624434351921082,0.5908787243725151,0.6115995177960384
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..0cfc77535135161be8bd3a8b59a916a94ccafbe6
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aeb1468b3c5c2e6f7f8084f2b2636d8bcfe09c8db01f8172866d5a42acdb4062
+size 4778475
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..633900aed35f34c11488365d94d6df11f5eecd4c
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/0/,full,cola,train,0,softmax_response_finetune,100.0,0.01,0.01,cls_head,0.0004,sr,0,0.8474576473236084,0.7591108468754129,0.7701334390276127,0.8370086550712585,0.7586348628798598,0.7605316353345462
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..0e4144a3266f5c32495ff79dfb1efc7792cf802e
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:951d9175907d5bfd7e12eedfc20d32ca39cacf25a388d8d992cdbcc938b90757
+size 4778475
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d5bfe75279e31faf2a750c6cbe7d3b723675010
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/CoLa/1/,full,cola,train,1,softmax_response_finetune,100.0,1.0,0.01,cls_head,0.0004,sr,18,0.8527176976203918,0.7698630286018908,0.7771141355788375,0.8197507262229919,0.7937010078387456,0.8029519721289038
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..82c9b5577c9f3385963a38d57338cd7d0c8f97fb
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de32b60a49de8d00e2ac7ce1e652ccff4d489b34f9c363fe143524bc5dc9c419
+size 4774780
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..101be786d6359603c73ace682f150e99f5266e14
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/0/,full,toxigen,train,0,softmax_response_finetune,100.0,0.01,0.1,cls_head,0.0004,sr,1,0.8521205186843872,0.7785916397919214,0.780917077510472,0.8042553067207336,0.7366754370830457,0.7321284794110882
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/all_runs.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/all_runs.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..6f61606d9f0ce6528f4adfd3ebe8da336629c1a1
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/all_runs.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0a6ccf9debf1c16781445c4b9106080d00478b0559469336db7c7b7b9711c8
+size 5
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run.pickle b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..cc75621eac5a49d970edbdcf02b200f44489abe9
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e72a95c906344d1f7faac50872f374cd472d215ebde983aadc7cfc6126d55a1
+size 4774780
diff --git a/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run_metric_df.csv b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run_metric_df.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b59a63d7fc2921f415e3e2fdf551575de8f1cb8f
--- /dev/null
+++ b/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/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,/workspace/data/full_weights/roberta_runs_seeds/ToxigenDataset/1/,full,toxigen,train,1,softmax_response_finetune,100.0,1.0,0.01,cls_head,0.0004,sr,18,0.8521205186843872,0.7962066451668706,0.8054392012949302,0.800000011920929,0.7002638354459032,0.7131337709370756