Update engineers/deformes4D.py

engineers/deformes4D.py

@@ -24,7 +24,7 @@ import shutil
 from pathlib import Path
 from typing import List, Tuple, Generator, Dict, Any, Optional
 
-from managers.ltx_manager import ltx_manager_singleton, ltx_manager
+from managers.ltx_manager import ltx_manager_singleton
 from managers.latent_enhancer_manager import latent_enhancer_specialist_singleton
 from managers.vae_manager import vae_manager_singleton
 from gemini_helpers import gemini_singleton
@@ -47,7 +47,6 @@ class Deformes4DEngine:
     Orchestrates the generation, latent post-production, and final rendering of video fragments.
     """
     def __init__(self, workspace_dir="deformes_workspace"):
-        #self.ltx_manager = ltx_manager
         self.workspace_dir = workspace_dir
         self.device = 'cuda' if torch.cuda.is_available() else 'cpu'
         logger.info("Deformes4D Specialist (ADUC-SDR Executor) initialized.")
@@ -278,7 +277,7 @@ class Deformes4DEngine:
     def _generate_latent_tensor_internal(self, conditioning_items, ltx_params, target_resolution, total_frames_to_generate):
         """Internal helper to call the LTX manager."""
         final_ltx_params = {**ltx_params, 'width': target_resolution[0], 'height': target_resolution[1], 'video_total_frames': total_frames_to_generate, 'video_fps': 24, 'current_fragment_index': int(time.time()), 'conditioning_items_data': conditioning_items}
-        return self.ltx_manager.generate_latent_fragment(**final_ltx_params)
+        return self.ltx_manager_singleton.generate_latent_fragment(**final_ltx_params)
 
     def _quantize_to_multiple(self, n, m):
         """Helper to round n to the nearest multiple of m."""