Update app.py

app.py

@@ -60,15 +60,22 @@ pipe = WanImageToVideoPipeline.from_pretrained(
 # =========================================================
 # LOAD LORA ADAPTERS
 # =========================================================
+pipe.load_lora_weights(
+    "obsxrver/wan2.2-i2v-scat",
+    weight_name="WAN2.2-I2V-HighNoise_scat-xxi-i2v.safetensors",
+    adapter_name="i2v_scat"
+)
 pipe.load_lora_weights(
     "lightx2v/Wan2.2-Lightning",
     weight_name="Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/high_noise_model.safetensors",
     adapter_name="lightx2v"
 )
+
 pipe.load_lora_weights(
     "obsxrver/wan2.2-i2v-scat",
-    weight_name="WAN2.2-I2V-HighNoise_scat-xxi-i2v.safetensors",
-    adapter_name="i2v_scat"
+    weight_name="WAN2.2-I2V-LowNoise_scat-xxi-i2v.safetensors",
+    adapter_name="i2v_scat_2",
+    load_into_transformer_2=True
 )
 pipe.load_lora_weights(
     "lightx2v/Wan2.2-Lightning",
@@ -76,11 +83,7 @@ pipe.load_lora_weights(
     adapter_name="lightx2v_2",
     load_into_transformer_2=True
 )
-pipe.load_lora_weights(
-    "obsxrver/wan2.2-i2v-scat",
-    weight_name="WAN2.2-I2V-LowNoise_scat-xxi-i2v.safetensors",
-    adapter_name="i2v_scat_2"
-)
+
 
 pipe.set_adapters([ "i2v_scat","lightx2v","i2v_scat_2","lightx2v_2"], adapter_weights=[1., 1., 1., 1.])
 
@@ -94,12 +97,12 @@ pipe.unload_lora_weights()
 # =========================================================
 # QUANTIZATION & AOT OPTIMIZATION
 # =========================================================
-#quantize_(pipe.text_encoder, Int8WeightOnlyConfig())
-#quantize_(pipe.transformer, Float8DynamicActivationFloat8WeightConfig())
-#quantize_(pipe.transformer_2, Float8DynamicActivationFloat8WeightConfig())
+quantize_(pipe.text_encoder, Int8WeightOnlyConfig())
+quantize_(pipe.transformer, Float8DynamicActivationFloat8WeightConfig())
+quantize_(pipe.transformer_2, Float8DynamicActivationFloat8WeightConfig())
 
-#aoti.aoti_blocks_load(pipe.transformer, 'zerogpu-aoti/Wan2', variant='bf16')
-#aoti.aoti_blocks_load(pipe.transformer_2, 'zerogpu-aoti/Wan2', variant='bf16')
+aoti.aoti_blocks_load(pipe.transformer, 'zerogpu-aoti/Wan2', variant='fp8da')
+aoti.aoti_blocks_load(pipe.transformer_2, 'zerogpu-aoti/Wan2', variant='fp8da')
 
 # =========================================================
 # DEFAULT PROMPTS