diff --git a/configs/Mamba/cifar10-EX.yaml b/configs/Mamba/cifar10-EX.yaml
index 06690c9..176a725 100644
--- a/configs/Mamba/cifar10-EX.yaml
+++ b/configs/Mamba/cifar10-EX.yaml
@@ -64,11 +64,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 5
 seed: 0
-# optim:
-#   clip_grad_norm: True
-#   optimizer: adamW
-#   weight_decay: 1e-5
-#   base_lr: 0.001
-#   max_epoch: 100
-#   scheduler: cosine_with_warmup
-#   num_warmup_epochs: 5
diff --git a/configs/Mamba/cluster-EX.yaml b/configs/Mamba/cluster-EX.yaml
index 9b19ef4..b6f2e59 100644
--- a/configs/Mamba/cluster-EX.yaml
+++ b/configs/Mamba/cluster-EX.yaml
@@ -65,11 +65,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 5
 seed: 0
-# optim:
-#   clip_grad_norm: True
-#   optimizer: adamW
-#   weight_decay: 1e-5
-#   base_lr: 0.0005
-#   max_epoch: 100
-#   scheduler: cosine_with_warmup
-#   num_warmup_epochs: 5
diff --git a/configs/Mamba/malnettiny-EX.yaml b/configs/Mamba/malnettiny-EX.yaml
index 3e6d3f4..f0f4ec5 100644
--- a/configs/Mamba/malnettiny-EX.yaml
+++ b/configs/Mamba/malnettiny-EX.yaml
@@ -53,11 +53,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 10
 seed: 0
-# optim:
-#   clip_grad_norm: True
-#   optimizer: adamW
-#   weight_decay: 1e-5
-#   base_lr: 0.0005
-#   max_epoch: 150
-#   scheduler: cosine_with_warmup
-#   num_warmup_epochs: 10
diff --git a/configs/Mamba/mnist-EX.yaml b/configs/Mamba/mnist-EX.yaml
index bb12a1b..067514f 100644
--- a/configs/Mamba/mnist-EX.yaml
+++ b/configs/Mamba/mnist-EX.yaml
@@ -64,11 +64,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 5
 seed: 0
-# optim:
-#   clip_grad_norm: True
-#   optimizer: adamW
-#   weight_decay: 1e-5
-#   base_lr: 0.001
-#   max_epoch: 100
-#   scheduler: cosine_with_warmup
-#   num_warmup_epochs: 5
diff --git a/configs/Mamba/pattern-EX.yaml b/configs/Mamba/pattern-EX.yaml
index 0961a82..d6d499f 100644
--- a/configs/Mamba/pattern-EX.yaml
+++ b/configs/Mamba/pattern-EX.yaml
@@ -65,11 +65,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 5
 seed: 0
-# optim:
-#   clip_grad_norm: True
-#   optimizer: adamW
-#   weight_decay: 1e-5
-#   base_lr: 0.0005
-#   max_epoch: 100
-#   scheduler: cosine_with_warmup
-#   num_warmup_epochs: 5
diff --git a/configs/Mamba/pcqm-contact-EX.yaml b/configs/Mamba/pcqm-contact-EX.yaml
index e2e0e02..30678c6 100644
--- a/configs/Mamba/pcqm-contact-EX.yaml
+++ b/configs/Mamba/pcqm-contact-EX.yaml
@@ -63,21 +63,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 10
 seed: 0
-# optim:
-#   clip_grad_norm: True
-#   optimizer: adamW
-#   weight_decay: 0.0
-#   base_lr: 0.0003
-#   max_epoch: 200
-#   scheduler: cosine_with_warmup
-#   num_warmup_epochs: 10
-#optim:
-#  batch_accumulation: 1
-#  optimizer: adamW
-#  weight_decay: 0.0
-#  base_lr: 0.0003
-#  max_epoch: 200
-#  scheduler: reduce_on_plateau
-#  reduce_factor: 0.5
-#  schedule_patience: 10
-#  min_lr: 1e-5
diff --git a/configs/Mamba/peptides-func-EX.yaml b/configs/Mamba/peptides-func-EX.yaml
index 280ab2d..2cbbd1d 100644
--- a/configs/Mamba/peptides-func-EX.yaml
+++ b/configs/Mamba/peptides-func-EX.yaml
@@ -60,13 +60,4 @@ optim:
   max_epoch: 200
   scheduler: cosine_with_warmup
   num_warmup_epochs: 10
-seed: 0
-#optim:
-#  optimizer: adamW
-#  weight_decay: 0.0
-#  base_lr: 0.0003
-#  max_epoch: 500
-#  scheduler: reduce_on_plateau
-#  reduce_factor: 0.5
-#  schedule_patience: 20
-#  min_lr: 1e-5
+seed: 0
\ No newline at end of file
diff --git a/configs/Mamba/peptides-struct-EX.yaml b/configs/Mamba/peptides-struct-EX.yaml
index f8fa648..8d3ce48 100644
--- a/configs/Mamba/peptides-struct-EX.yaml
+++ b/configs/Mamba/peptides-struct-EX.yaml
@@ -61,13 +61,4 @@ optim:
   max_epoch: 200
   scheduler: cosine_with_warmup
   num_warmup_epochs: 10
-seed: 0
-#optim:
-#  optimizer: adamW
-#  weight_decay: 0.0
-#  base_lr: 0.0003
-#  max_epoch: 500
-#  scheduler: reduce_on_plateau
-#  reduce_factor: 0.5
-#  schedule_patience: 20
-#  min_lr: 1e-5
+seed: 0
\ No newline at end of file
diff --git a/configs/Mamba/vocsuperpixels-EX.yaml b/configs/Mamba/vocsuperpixels-EX.yaml
index a8763db..128f431 100644
--- a/configs/Mamba/vocsuperpixels-EX.yaml
+++ b/configs/Mamba/vocsuperpixels-EX.yaml
@@ -62,11 +62,3 @@ optim:
   scheduler: cosine_with_warmup
   num_warmup_epochs: 10
 seed: 0
-# optim:
-#     clip_grad_norm: True
-#     optimizer: adamW
-#     weight_decay: 0.0
-#     base_lr: 0.0005
-#     max_epoch: 300
-#     scheduler: cosine_with_warmup
-#     num_warmup_epochs: 10