Fix LTXVideo

modules/sdnq/__init__.py

@@ -149,7 +149,7 @@ def sdnq_quantize_layer(layer, weights_dtype="int8", torch_dtype=None, group_siz
 
         layer.forward = get_forward_func(layer_class_name, use_quantized_matmul, dtype_dict[weights_dtype]["is_integer"], use_tensorwise_fp8_matmul)
         layer.forward = layer.forward.__get__(layer, layer.__class__)
-        devices.torch_gc(force=False, reason=f"SDNQ param_name: {param_name}")
+        #devices.torch_gc(force=False, reason=f"SDNQ param_name: {param_name}")
     return layer
 
 

modules/video_models/video_load.py

@@ -1,4 +1,5 @@
 import os
+import copy
 import time
 from modules import shared, errors, sd_models, sd_checkpoint, model_quant, devices, sd_hijack_te
 from modules.video_models import models_def, video_utils, video_vae, video_overrides, video_cache
@@ -70,6 +71,9 @@ def load_model(selected: models_def.Model):
         errors.display(e, 'video')
 
     t1 = time.time()
+    if shared.sd_model.__class__.__name__.startswith("LTX"):
+        shared.sd_model.scheduler.config.use_dynamic_shifting = False
+    shared.sd_model.default_scheduler = copy.deepcopy(shared.sd_model.scheduler) if hasattr(shared.sd_model, "scheduler") else None
     shared.sd_model.sd_checkpoint_info = sd_checkpoint.CheckpointInfo(selected.repo)
     shared.sd_model.sd_model_hash = None
     sd_models.set_diffuser_options(shared.sd_model)