Transtion lora add

app.py

@@ -297,6 +297,8 @@ LORA_REPO = "dagloop5/LoRA"
 print("=" * 80)
 print("Downloading LoRA adapters from dagloop5/LoRA...")
 print("=" * 80)
+
+transit_lora_path = hf_hub_download(repo_id="valiantcat", filename="LTX-2.3-Transition-LORA")
 pose_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="LTX2_3_NSFW_furry_concat_v2.safetensors")
 general_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="LTX2.3_Reasoning_V1.safetensors")
 motion_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="motion_helper.safetensors")
@@ -307,6 +309,8 @@ fluid_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="cr3ampi3_animatio
 liquid_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="liquid_wet_dr1pp_ltx2_v1.0_scaled.safetensors") # wet dr1pp
 demopose_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="ltx23__demopose_d3m0p0s3.safetensors") # d3m0p0s3
 
+
+print(f"Transit LoRA: {transit_lora_path }")
 print(f"Pose LoRA: {pose_lora_path}")
 print(f"General LoRA: {general_lora_path}")
 print(f"Motion LoRA: {motion_lora_path}")
@@ -334,6 +338,7 @@ pipeline = LTX23DistilledA2VPipeline(
 # ----------------------------------------------------------------
 
 def _make_lora_key(pose_strength: float, general_strength: float, motion_strength: float, dreamlay_strength: float, mself_strength: float, dramatic_strength: float, fluid_strength: float, liquid_strength: float, demopose_strength: float) -> tuple[str, str]:
+    rt = round(float(transit_strength), 2)
     rp = round(float(pose_strength), 2)
     rg = round(float(general_strength), 2)
     rm = round(float(motion_strength), 2)
@@ -349,6 +354,7 @@ def _make_lora_key(pose_strength: float, general_strength: float, motion_strengt
 
 
 def prepare_lora_cache(
+    transit_strength: float,
     pose_strength: float,
     general_strength: float,
     motion_strength: float,
@@ -370,7 +376,7 @@ def prepare_lora_cache(
     global PENDING_LORA_KEY, PENDING_LORA_STATE, PENDING_LORA_STATUS
 
     ledger = pipeline.model_ledger
-    key, _ = _make_lora_key(pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength)
+    key, _ = _make_lora_key(transit_strength,pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength)
     cache_path = LORA_CACHE_DIR / f"{key}.pt"
 
     progress(0.05, desc="Preparing LoRA state")
@@ -386,6 +392,7 @@ def prepare_lora_cache(
             print(f"[LoRA] Cache load failed: {type(e).__name__}: {e}")
 
     entries = [
+        (transit_lora_path, round(float(transit_strength), 2)),
         (pose_lora_path, round(float(pose_strength), 2)),
         (general_lora_path, round(float(general_strength), 2)),
         (motion_lora_path, round(float(motion_strength), 2)),
@@ -725,6 +732,10 @@ with gr.Blocks(title="LTX-2.3 Distilled") as demo:
                     high_res = gr.Checkbox(label="High Resolution", value=True)
                 with gr.Column():
                     gr.Markdown("### LoRA adapter strengths (set to 0 to disable)")
+                    transit_strength = gr.Slider(
+                        label="Transition Lora strength",
+                        minimum=0.0, maximum=2.0, value=0.0, step=0.01
+                    )
                     pose_strength = gr.Slider(
                         label="Anthro Enhancer strength",
                         minimum=0.0, maximum=2.0, value=0.0, step=0.01
@@ -835,7 +846,7 @@ with gr.Blocks(title="LTX-2.3 Distilled") as demo:
 
     prepare_lora_btn.click(
         fn=prepare_lora_cache,
-        inputs=[pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength],
+        inputs=[transit_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength],
         outputs=[lora_status],
     )
     
@@ -844,7 +855,7 @@ with gr.Blocks(title="LTX-2.3 Distilled") as demo:
         inputs=[
             first_image, last_image, input_audio, prompt, duration, gpu_duration, enhance_prompt,
             seed, randomize_seed, height, width,
-            pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength,
+            transit_strength,pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength,
         ],
         outputs=[output_video, seed],
     )