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b/results/results_on_embeddings/grid_entropy_response_mse_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,google/electra-base-discriminator,LoraConfig,toxigen,train,0,entropy_response_mse_finetune,100.0,0.01,0.01,cls_head,0.0004,entropy,0,0.8498883843421936,0.7520265470957097,0.7633681322570645,0.8127659559249878,0.752350071394574,0.7573290992384579 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..732a0e222a01b74b038a973d547a3e3c8e68157a --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_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,meta-llama/Llama-2-7b-hf,LoraConfig,20newsgroups,train,0,entropy_response_mse_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.832965075969696,0.8978913168568341,0.9202110788317684,0.7480084896087646,0.8573639161301642,0.8792482081356868 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_train/dataset_SST2/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_train/dataset_SST2/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..955a25a409cc25a6ada7e7c686ea024404a32646 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_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,meta-llama/Llama-2-7b-hf,LoraConfig,SST2,train,0,entropy_response_mse_finetune,100.0,0.1,0.01,cls_head,0.0001,entropy,12,0.9591684937477112,0.8999628482972135,0.9018305657191107,0.9644495248794556,0.8612634728242107,0.8625676038510222 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_train/dataset_SST5/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_train/dataset_SST5/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..1eb7b741c1cd1ae869e8f4701e1e3992827f6c48 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_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 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b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_llama_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,meta-llama/Llama-2-7b-hf,LoraConfig,toxigen,train,0,entropy_response_mse_finetune,100.0,0.01,1.0,cls_head,0.0004,entropy,2,0.8783482313156128,0.7897106652833312,0.7969964911462644,0.8468084931373596,0.778759247627024,0.8044214126186489 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..7208b9f4ea771584f1de2bee692055d2d66fd3ca --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_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,Qwen/Qwen2.5-7B,LoraConfig,20newsgroups,train,0,entropy_response_mse_finetune,100.0,0.01,0.01,cls_head,0.0001,entropy,3,0.8692001700401306,0.8839045260308607,0.9082358922216573,0.7950079441070557,0.8494825358835112,0.876795311261556 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_SST2/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_SST2/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..48fcadc9c80e6283f307a98c9705cf5511dffc47 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_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,Qwen/Qwen2.5-7B,LoraConfig,SST2,train,0,entropy_response_mse_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.9537490606307983,0.8369044818253002,0.8425749352079375,0.9495412707328796,0.8328529863855951,0.8440107597716293 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_SST5/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_SST5/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..f12691a28f60c27c20d4f8b0e885fdf68af5fb1d --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_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 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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,Qwen/Qwen2.5-7B,LoraConfig,cola,train,0,entropy_response_mse_finetune,100.0,0.1,1.0,cls_head,0.0004,entropy,11,0.8480420708656311,0.7981537931400094,0.8193871600487728,0.8408437371253967,0.7885418527015702,0.8123806514541634 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_toxigen/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_train/dataset_toxigen/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..0bcfc6d6e6583d910ab999ad9893c1d49af7f833 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_qwen_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,Qwen/Qwen2.5-7B,LoraConfig,toxigen,train,0,entropy_response_mse_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.88671875,0.7676932234233508,0.7835581445095128,0.8595744967460632,0.7487998799879988,0.759933805880588 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..477a09f526ad3cb0fc705c5355ff40eb2e31c2da --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_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,roberta-base,LoraConfig,20newsgroups,train,0,entropy_response_mse_finetune,100.0,0.1,0.01,cls_head,0.0001,entropy,12,0.8091029524803162,0.8730985901248053,0.8896866213564738,0.7466808557510376,0.8470773094345585,0.8601928020373899 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_SST2/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_SST2/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..d7c2067c91dad25d4bf8e3729377eb3ec3692429 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_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,roberta-base,LoraConfig,SST2,train,0,entropy_response_mse_finetune,100.0,1.0,0.01,cls_head,0.0004,entropy,18,0.9449146389961243,0.8255474590901312,0.8272221949273287,0.9277523159980774,0.8347950634724429,0.838719171228442 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..c72c94d77d402d4014d891eb31680637dba5f9b1 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_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,roberta-base,LoraConfig,SST5,train,0,entropy_response_mse_finetune,100.0,0.1,0.1,cls_head,0.0001,entropy,13,0.5367847681045532,0.5864503500215653,0.5988885571148933,0.5511312484741211,0.6114325109910483,0.6414874000211875 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c455f4e415c9968863ecfee946f7a74d3ff8925 --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_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,roberta-base,LoraConfig,cola,train,0,entropy_response_mse_finetune,100.0,0.1,0.01,cls_head,0.0004,entropy,9,0.8468731641769409,0.7755783140781481,0.7794635942661167,0.8312559723854065,0.7912177571563386,0.8043508178672538 diff --git a/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv b/results/results_on_embeddings/grid_entropy_response_mse_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv new file mode 100644 index 0000000000000000000000000000000000000000..514eb55be2d611f1a6495d0b1c4712ddca27f79e --- /dev/null +++ b/results/results_on_embeddings/grid_entropy_response_mse_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,roberta-base,LoraConfig,toxigen,train,0,entropy_response_mse_finetune,100.0,0.01,0.01,cls_head,0.0004,entropy,0,0.8482142686843872,0.7968459752321981,0.8096144543343653,0.7904255390167236,0.7500529476467332,0.74574198440948