diff --git a/vllm/model_executor/models/baichuan.py b/vllm/model_executor/models/baichuan.py
index 767230aeacc35..f2cfdf8ffd30a 100644
--- a/vllm/model_executor/models/baichuan.py
+++ b/vllm/model_executor/models/baichuan.py
@@ -26,6 +26,7 @@
 from transformers import PretrainedConfig
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig, LoRAConfig
 from vllm.distributed import (get_pp_group, get_tensor_model_parallel_rank,
                               get_tensor_model_parallel_world_size)
@@ -250,6 +251,7 @@ def forward(
         return hidden_states, residual
 
 
+@support_torch_compile
 class BaiChuanModel(nn.Module):
 
     def __init__(self,
diff --git a/vllm/model_executor/models/bloom.py b/vllm/model_executor/models/bloom.py
index b2c9e221690b3..77ab7de6165fb 100644
--- a/vllm/model_executor/models/bloom.py
+++ b/vllm/model_executor/models/bloom.py
@@ -24,6 +24,7 @@
 from transformers import BloomConfig
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig
 from vllm.distributed import (get_pp_group, get_tensor_model_parallel_rank,
                               get_tensor_model_parallel_world_size)
@@ -218,6 +219,7 @@ def forward(
         return output
 
 
+@support_torch_compile
 class BloomModel(nn.Module):
 
     def __init__(
diff --git a/vllm/model_executor/models/commandr.py b/vllm/model_executor/models/commandr.py
index 578cd2f04861b..348e6d20f3297 100644
--- a/vllm/model_executor/models/commandr.py
+++ b/vllm/model_executor/models/commandr.py
@@ -28,6 +28,7 @@
 from transformers import CohereConfig
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig, LoRAConfig
 from vllm.distributed import get_pp_group, get_tensor_model_parallel_world_size
 from vllm.model_executor.layers.activation import SiluAndMul
@@ -250,6 +251,7 @@ def forward(
         return hidden_states, residual
 
 
+@support_torch_compile
 class CohereModel(nn.Module):
 
     def __init__(
diff --git a/vllm/model_executor/models/exaone.py b/vllm/model_executor/models/exaone.py
index dfb8fe55d2fb8..4126ceb7117d4 100644
--- a/vllm/model_executor/models/exaone.py
+++ b/vllm/model_executor/models/exaone.py
@@ -29,6 +29,7 @@
 from torch import nn
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig, LoRAConfig
 from vllm.distributed import (get_pp_group, get_tensor_model_parallel_rank,
                               get_tensor_model_parallel_world_size)
@@ -311,6 +312,7 @@ def forward(
         return hidden_states, residual
 
 
+@support_torch_compile
 class ExaoneModel(nn.Module):
 
     def __init__(
diff --git a/vllm/model_executor/models/gemma.py b/vllm/model_executor/models/gemma.py
index 91e556db70a0b..436bd45d53f35 100644
--- a/vllm/model_executor/models/gemma.py
+++ b/vllm/model_executor/models/gemma.py
@@ -22,6 +22,7 @@
 from transformers import GemmaConfig
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig, LoRAConfig
 from vllm.distributed import get_pp_group, get_tensor_model_parallel_world_size
 from vllm.logger import init_logger
@@ -239,6 +240,7 @@ def forward(
         return hidden_states, residual
 
 
+@support_torch_compile
 class GemmaModel(nn.Module):
 
     def __init__(
diff --git a/vllm/model_executor/models/gpt2.py b/vllm/model_executor/models/gpt2.py
index 975502340e5f9..3330d84021368 100644
--- a/vllm/model_executor/models/gpt2.py
+++ b/vllm/model_executor/models/gpt2.py
@@ -24,6 +24,7 @@
 from transformers import GPT2Config
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig
 from vllm.distributed.parallel_state import (
     get_pp_group, get_tensor_model_parallel_world_size)
@@ -182,6 +183,7 @@ def forward(
         return hidden_states
 
 
+@support_torch_compile
 class GPT2Model(nn.Module):
 
     def __init__(