diff --git a/src/maxtext/configs/base.yml b/src/maxtext/configs/base.yml
index 269339e056..bad74eeba0 100644
--- a/src/maxtext/configs/base.yml
+++ b/src/maxtext/configs/base.yml
@@ -913,6 +913,7 @@ skip_first_n_steps_for_profiler: 1
 # Profile for a small number of steps to avoid a large profile file size.
 profiler_steps: 5
 hide_profiler_step_metric: false
+enable_continuous_profiling: false
 profile_cleanly: true # If set to true, adds a block_until_ready on train state which aligns the profile for each step.
 profile_periodically_period: -1 # If set to a positive integer, profile every profile_periodically_period steps.
 # This is useful to debug scenarios where performance is changing.
diff --git a/src/maxtext/configs/types.py b/src/maxtext/configs/types.py
index 67eb7c7fd6..afa9d802c5 100644
--- a/src/maxtext/configs/types.py
+++ b/src/maxtext/configs/types.py
@@ -2203,6 +2203,7 @@ class Profiling(BaseModel):
   profile_cleanly: bool = Field(True, description="Add block_until_ready to align profile for each step.")
   profile_periodically_period: int = Field(-1, description="If positive, profile every N steps.")
   hide_profiler_step_metric: bool = Field(False, description="Whether to enable profiler step metric.")
+  enable_continuous_profiling: bool = Field(False, description="Enable continuous profiling in tunix profiler. Once enabled, it will support saving profile > 2GB.")
   enable_jax_profiler: bool = Field(False, description="Enable the JAX live profiler.")
   jax_profiler_port: int = Field(9999, description="Port for the JAX profiler.")
   enable_tpu_profiling_options: bool = Field(False, description="Enable TPU advanced profiling options.")
diff --git a/src/maxtext/trainers/post_train/rl/train_rl.py b/src/maxtext/trainers/post_train/rl/train_rl.py
index 3296971007..5348e4741b 100644
--- a/src/maxtext/trainers/post_train/rl/train_rl.py
+++ b/src/maxtext/trainers/post_train/rl/train_rl.py
@@ -474,7 +474,9 @@ def create_rl_components(  # pylint: disable=too-many-positional-arguments
         log_dir=trainer_config.tensorboard_dir,
         skip_first_n_steps=trainer_config.skip_first_n_steps_for_profiler,
         profiler_steps=trainer_config.profiler_steps,
+        # Skip setting tracer levels.
         set_profile_options=False,
+        enable_continuous_profiling=trainer_config.enable_continuous_profiling,
     )
 
   # Parse vllm_additional_config