diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..f5926b577d8424d7e757647b9931c0cfe6d6836c --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.7930694290294734,0.8095744848251343,0.7596884428750761,0.7608777042850117 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..3db9b18ed3114c4366e3aa1264437aab6a5774f8 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.802750030829942,0.8095744848251343,0.7596884428750761,0.745248460200119 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae551938d385a64db467d66aed84be33951df0cf --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.7968306819583179,0.8095744848251343,0.7596884428750761,0.7623532693677093 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_3/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c3e167ab3581c35b6cd67000d445e11411721e2 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.8061413244543101,0.8095744848251343,0.7596884428750761,0.7579375857993378 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_4/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_seed_4/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..76083b5aa9db5fdb0b70ddf601f6b901ef2815e6 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.8012393636699964,0.8095744848251343,0.7596884428750761,0.7602537091007863 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..0df130cfe77342822e9a1fb10b4a83ae68401fd1 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7903460837887067,0.806382954120636,0.7449875322566615,0.7455420568877034 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad51da25b68922a6a3a6e1f3f4c4eb0a117a1eae --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7825136612021858,0.806382954120636,0.7449875322566615,0.7442445417379454 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..c38f803c80753de4158a89a6a5c09f6b5cd31bc6 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7885853066180935,0.806382954120636,0.7449875322566615,0.7424106236771144 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..9c233d59d17f279bd6957ffefa6bc55b0f77e6ef --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.786520947176685,0.806382954120636,0.7449875322566615,0.7450201513526052 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_4/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_seed_4/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..79af36c83b41b14d4f15dd55eddc555849f3da4d --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_bce/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7822100789313904,0.806382954120636,0.7449875322566615,0.7274855751109048 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..eab7d1eedcc8a131ecfd5f3c643df905823e36a1 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.8041065482796892,0.8095744848251343,0.7596884428750761,0.6934642010292249 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..42f230f7ebbd7c32cb99964800b1bca39fb30351 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.7952891848563325,0.8095744848251343,0.7596884428750761,0.7600481577459824 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..351008011ba58e1fdc3b3a21401b2a674e75402a --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_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 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+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.8061413244543101,0.8095744848251343,0.7596884428750761,0.7579559385988739 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_4/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_seed_4/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..841f98b905f36a592b14ce4bc770d4d1a7425df7 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.8123073128622519,0.8095744848251343,0.7596884428750761,0.7312269213545834 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7b41cfa0d605567bc91df1722973e916e4a1f39 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7903460837887067,0.806382954120636,0.7449875322566615,0.7455420568877034 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..253e329742bdbb69b8ca2a64e1a2ce9f73d64d66 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7903460837887066,0.806382954120636,0.7449875322566615,0.7423961263011395 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..eeac31bb561246e01d607ab2151f2d4a153250b8 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7885245901639344,0.806382954120636,0.7449875322566615,0.7424323697410768 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe53c9b01969a5abb44549cefe849548b790f960 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.786520947176685,0.806382954120636,0.7449875322566615,0.7450056539766302 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_4/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_seed_4/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..00ab3b0588b38f33312ed0dd1e7a049308eea3ea --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_nol2sp/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7822100789313904,0.806382954120636,0.7449875322566615,0.7454840673838037 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..c087d644823507fe15ab30a7004ce6f5971a3060 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.8082377605130102,0.8095744848251343,0.7596884428750761,0.732930061151528 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..b36844374caec72cbb2e831fb51a542cc6256b58 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7902853673345476,0.806382954120636,0.7449875322566615,0.7453608396880165 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..0f136fd27c37ca399f3e986af5747f3d9f59f9fa --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7862780813600486,0.806382954120636,0.7449875322566615,0.7432297254196991 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b318dc32a2b59480a44b739a28c192de8459693 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7894353369763206,0.806382954120636,0.7449875322566615,0.746071211110789 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..d64b1014f45d77c1bf6dbde1003bfdab7b40d235 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_noreg/model_roberta/dataset_toxigen/head_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 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+,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,roberta-base,LoraConfig,toxigen,train,1,entropy_response_finetune,100.0,0.0,1.0,cls_head,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.7883424408014572,0.806382954120636,0.7449875322566615,0.7375540027255066 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..decccd22e85232d071ea3ebbd1c9f6bc93ae3c2c --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,google/electra-base-discriminator,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.4390800345295351,0.8095744848251343,0.7596884428750761,0.5063353863998414 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..e94ca04eca47ff93d4dd5c1be14a9450a1196ed1 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.49525218892588485,0.8095744848251343,0.7596884428750761,0.416946240979599 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..6530f10789afef58e0c1ec34ccffd2b0e3d3f2d2 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.4533234677518807,0.8095744848251343,0.7596884428750761,0.4480872712323538 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_3/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..8230eda9bc80ee6cef5bf521ae2bb1c62bfc842b --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.4191638919718831,0.8095744848251343,0.7596884428750761,0.43586430674135035 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_4/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_seed_4/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..706e7a4140fd317e0becb9b2f1a1aae5ec811b2e --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_electra/dataset_toxigen/head_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,google/electra-base-discriminator,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8523676991462708,0.8030583302503391,0.5310765815760267,0.8095744848251343,0.7596884428750761,0.5458085876419588 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..406f379a1f1f228885c0fa33dad90cd6c348fa35 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc +0,roberta-base,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.6085610200364299,0.806382954120636,0.7449875322566615,0.5749949259184088 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_1/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad1a545cabfaaa455fb87aed9ba9d1ce372b1e32 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.5740133576199149,0.806382954120636,0.7449875322566615,0.5647525297921077 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_2/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..b6e45f7c75018b8be22931d3a013bd5cf3d5c986 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_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,roberta-base,LoraConfig,toxigen,train,1,ablation_entropy_finetune_cls_random_reg,100.0,0.1,1.0,cls_random,0.0001,entropy,0,0.8495821952819824,0.7850030358227079,0.5548269581056466,0.806382954120636,0.7449875322566615,0.5628316274754269 diff --git a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randcls/model_roberta/dataset_toxigen/head_seed_3/best_run_metric_df.csv 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a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randlin/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randlin/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..a5283c7c99ccbc7f087769453733e1e107f607b0 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randlin/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc 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a/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randlin/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randlin/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..165a1095c3bd9c0db4cdc6199bd465463469cc9b --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_1/loo_randlin/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv @@ -0,0 +1,2 @@ +,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc 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a/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_electra/dataset_20newsgroups/head_seed_3/best_run_metric_df.csv b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_electra/dataset_20newsgroups/head_seed_3/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..a9108bd2c538a0a9fcf85edaef4cd89a89efb872 --- /dev/null +++ b/revision_runs/heldout_v3/trainonly/runs/base_4/reg_lr0.0004_a1.0/model_electra/dataset_20newsgroups/head_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 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