[Callbacks] Remove compression_ready

src/llmcompressor/core/lifecycle.py

@@ -84,10 +84,13 @@ def initialize(
         :return: List of data returned from initialization of modifiers
         :rtype: List[Any]
         """
-        self.state.update(**kwargs)
-        if self.initialized_:  # TODO: do not initialize twice
-            return
+        if self.initialized_:
+            raise ValueError(
+                "Initialize was called twice. To update state values after "
+                "initialization, please use `active_session().state.update()`"
+            )
 
+        self.state.update(**kwargs)
         logger.debug("Initializing compression lifecycle")
         self.recipe_container.append(recipe, recipe_stage, recipe_args)
         self.modifiers = self.recipe_container.get_modifiers()

src/llmcompressor/transformers/finetune/session_mixin.py

@@ -222,7 +222,9 @@ def create_optimizer(self):
                 len(self.train_dataset) / total_batch_size
             )
 
-        initialize(optimizer=self.optimizer, steps_per_epoch=self.total_steps_per_epoch)
+        active_session().state.update(
+            optimizer=self.optimizer, steps_per_epoch=self.total_steps_per_epoch
+        )
 
         return self.optimizer