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- revision_runs/heldout_v2/runs/base_2/alien_lr0.0001_a0.01_b0.01/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv +2 -0
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- revision_runs/heldout_v2/runs/base_2/alien_lr0.0001_a0.1_b0.1/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv +2 -0
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- revision_runs/heldout_v2/runs/base_2/alien_lr0.0004_a0.01_b0.01/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv +2 -0
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revision_runs/heldout_v2/runs/base_2/alien_lr0.0001_a0.01_b0.01/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
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| 1 |
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0,google/electra-base-discriminator,LoraConfig,toxigen,train,2,entropy_response_finetune,100.0,0.01,1.0,cls_head,0.0004,entropy,0,0.8467966318130493,0.7159688995215311,0.7221291866028708,0.8180851340293884,0.7450779093377136,0.7454125126426816
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ADDED
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| 1 |
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ADDED
|
@@ -0,0 +1,2 @@
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| 1 |
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0,google/electra-base-discriminator,LoraConfig,toxigen,train,2,entropy_response_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,0,0.8467966318130493,0.7159688995215311,0.7220095693779904,0.8180851340293884,0.7450779093377136,0.7452452109901976
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revision_runs/heldout_v2/runs/base_2/alien_lr0.0004_a0.1_b0.01/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
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| 1 |
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revision_runs/heldout_v2/runs/base_2/alien_lr0.0004_a0.1_b0.1/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
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| 1 |
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revision_runs/heldout_v2/runs/base_2/alien_lr0.0004_a0.1_b0.1/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
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| 1 |
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revision_runs/heldout_v2/runs/base_2/alien_lr0.0004_a0.1_b1.0/model_electra/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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@@ -0,0 +1,2 @@
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| 1 |
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revision_runs/heldout_v2/runs/base_2/alien_lr0.0004_a0.1_b1.0/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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@@ -0,0 +1,2 @@
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| 1 |
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ADDED
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| 1 |
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ADDED
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| 1 |
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ADDED
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| 1 |
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revision_runs/heldout_v2/runs/base_2/bce_lr0.0001/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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| 1 |
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revision_runs/heldout_v2/runs/base_2/bce_lr0.0004/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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| 1 |
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ADDED
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| 1 |
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ADDED
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revision_runs/heldout_v2/runs/base_2/l2sp_lr0.0001_b1.0/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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ADDED
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| 1 |
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ADDED
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ADDED
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ADDED
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revision_runs/heldout_v2/runs/base_2/randcls_lr0.0004/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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revision_runs/heldout_v2/runs/base_2/randlin_lr0.0001/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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revision_runs/heldout_v2/runs/base_2/randlin_lr0.0004/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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0,roberta-base,LoraConfig,toxigen,train,2,ablation_entropy_finetune_bce_only_linear_random,100.0,0.0,0.0,linear_random,0.0004,entropy,0,0.844011127948761,0.7931105610561056,0.6323668081093823,0.7797872424125671,0.7452893607766375,0.5867489174921408
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revision_runs/heldout_v2/runs/base_2/reg_lr0.0001_a0.01/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
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@@ -0,0 +1,2 @@
|
|
|
|
|
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| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,roberta-base,LoraConfig,toxigen,train,2,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0001,entropy,0,0.844011127948761,0.7931105610561056,0.7907826496935407,0.7797872424125671,0.7452893607766375,0.7454771931905806
|
revision_runs/heldout_v2/runs/base_2/reg_lr0.0001_a0.1/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
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|
|
|
|
|
|
|
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| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,roberta-base,LoraConfig,toxigen,train,2,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0001,entropy,0,0.844011127948761,0.7931105610561056,0.7907826496935407,0.7797872424125671,0.7452893607766375,0.7454771931905807
|
revision_runs/heldout_v2/runs/base_2/reg_lr0.0001_a1.0/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,roberta-base,LoraConfig,toxigen,train,2,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0001,entropy,0,0.844011127948761,0.7931105610561056,0.7930221593587929,0.7797872424125671,0.7452893607766375,0.7464657848429127
|
revision_runs/heldout_v2/runs/base_2/reg_lr0.0004_a0.01/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,roberta-base,LoraConfig,toxigen,train,2,entropy_response_finetune_reg_only,100.0,0.01,0.0,cls_head,0.0004,entropy,0,0.844011127948761,0.7931105610561056,0.7817656765676569,0.7797872424125671,0.7452893607766375,0.7460373951269021
|
revision_runs/heldout_v2/runs/base_2/reg_lr0.0004_a0.1/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,roberta-base,LoraConfig,toxigen,train,2,entropy_response_finetune_reg_only,100.0,0.1,0.0,cls_head,0.0004,entropy,0,0.844011127948761,0.7931105610561056,0.7817067421027818,0.7797872424125671,0.7452893607766375,0.7460242139048712
|
revision_runs/heldout_v2/runs/base_2/reg_lr0.0004_a1.0/model_roberta/dataset_toxigen/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,roberta-base,LoraConfig,toxigen,train,2,entropy_response_finetune_reg_only,100.0,1.0,0.0,cls_head,0.0004,entropy,0,0.844011127948761,0.7931105610561056,0.8024516737388023,0.7797872424125671,0.7452893607766375,0.719167474016516
|
revision_runs/heldout_v2/runs/base_3/bce_lr1e-05/model_electra/dataset_20newsgroups/head_seed_0/best_run_metric_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
,model,adapter,dataset,train_on_dataset,seed,grid,lam,reg_alpha,l2sp_alpha,load_weights,lr,head_type,trial_number,valid-acc,valid-base-max-prob-roc-auc,valid-fine-tune-max-prob-roc-auc,test-acc,test-base-max-prob-roc-auc,test-fine-tune-max-prob-roc-auc
|
| 2 |
+
0,google/electra-base-discriminator,LoraConfig,20newsgroups,train,3,ablation_entropy_finetune_bce_only,100.0,0.0,0.0,cls_head,1e-05,entropy,0,0.7814569473266602,0.8621811333675741,0.8747360611767392,0.7262347340583801,0.8362490845933288,0.8487449397737771
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
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|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8179250128402671,0.8217732025668623,0.0003,30,1.0,400,0.0
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep30_wd0.0/model_roberta/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
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|
|
|
|
|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
roberta-base,LoraConfig,20newsgroups,train,True,3,0.7460169792175293,0.8147260273972602,0.8001716322234684,0.0003,30,1.0,400,0.0
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8173828682303259,0.8187364018887965,0.0003,30,1.0,400,0.0001
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep30_wd0.0001/model_roberta/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
roberta-base,LoraConfig,20newsgroups,train,True,3,0.7460169792175293,0.8102739726027397,0.7924666952642847,0.0003,30,1.0,400,0.0001
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8218341608172116,0.8194017451685145,0.0003,50,1.0,400,0.0
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep50_wd0.0/model_roberta/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
roberta-base,LoraConfig,20newsgroups,train,True,3,0.7460169792175293,0.8145703611457036,0.8033042994016176,0.0003,50,1.0,400,0.0
|
revision_runs/heldout_v2/runs/base_3/confidnet_lr0.0003_ep50_wd0.0001/model_electra/dataset_20newsgroups/head_seed_0/LoraConfig_20newsgroups_seed_3_normalization_True_confidnet.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,adapter,dataset,train_on_dataset,normalization,seed,test-acc,valid-confidnet-roc-auc,confidnet_roc_auc,best_lr,best_epoch,best_weighting,best_hidden,best_weight_decay
|
| 2 |
+
google/electra-base-discriminator,LoraConfig,20newsgroups,train,True,3,0.7262347340583801,0.8026593619813959,0.8107133611250503,0.0003,50,1.0,400,0.0001
|