Update app.py

app.py

@@ -308,6 +308,7 @@ transition_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="LTX-2_takerp
 physics_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="LTX2.3_Physics_V2_000002000.safetensors")
 reasoning_lora_path = hf_hub_download(repo_id="LiconStudio/Ltx2.3-VBVR-lora-I2V", filename="Ltx2.3-Licon-VBVR-I2V-390K-R32.safetensors")
 twostep_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="LTX2.3_Multi_step_video_reasoning_V0.1.safetensors")
+mcfurry_lora_path = hf_hub_download(repo_id=LORA_REPO, filename="LTX-2_3_mc_Furry_realistic_lora_v1.safetensors")
 
 print(f"Singularity LoRA: {singularity_lora_path}")
 print(f"10Eros LoRA: {teneros_lora_path}")
@@ -327,6 +328,7 @@ print(f"Transition LoRA: {transition_lora_path}")
 print(f"Physics LoRA: {physics_lora_path}")
 print(f"Reasoning LoRA: {reasoning_lora_path}")
 print(f"Twostep LoRA: {twostep_lora_path}")
+print(f"Mcfurry LoRA: {mcfurry_lora_path}")
 # ----------------------------------------------------------------
 
 print(f"Checkpoint: {checkpoint_path}")
@@ -344,7 +346,7 @@ pipeline = LTX23DistilledA2VPipeline(
 )
 # ----------------------------------------------------------------
 
-def _make_lora_key(singularity_strength: float, teneros_strength: float, sulphur_strength: float, 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, voice_strength: float, realism_strength: float, transition_strength: float, physics_strength: float, reasoning_strength: float, twostep_strength: float) -> tuple[str, str]:
+def _make_lora_key(singularity_strength: float, teneros_strength: float, sulphur_strength: float, 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, voice_strength: float, realism_strength: float, transition_strength: float, physics_strength: float, reasoning_strength: float, twostep_strength: float, mcfurry_strength: float) -> tuple[str, str]:
     rx = round(float(singularity_strength), 2)
     ra = round(float(teneros_strength), 2)
     rb = round(float(sulphur_strength), 2)
@@ -363,7 +365,8 @@ def _make_lora_key(singularity_strength: float, teneros_strength: float, sulphur
     ry = round(float(physics_strength), 2)
     ri = round(float(reasoning_strength), 2)
     rw = round(float(twostep_strength), 2)
-    key_str = f"{singularity_lora_path}:{rx}|{teneros_lora_path}:{ra}|{sulphur_lora_path}:{rb}|{pose_lora_path}:{rp}|{general_lora_path}:{rg}|{motion_lora_path}:{rm}|{dreamlay_lora_path}:{rd}|{mself_lora_path}:{rs}|{dramatic_lora_path}:{rr}|{fluid_lora_path}:{rf}|{liquid_lora_path}:{rl}|{demopose_lora_path}:{ro}|{voice_lora_path}:{rv}|{realism_lora_path}:{re}|{transition_lora_path}:{rt}|{physics_lora_path}:{ry}|{reasoning_lora_path}:{ri}|{twostep_lora_path}:{rw}"
+    mc = round(float(mcfurry_strength), 2)
+    key_str = f"{singularity_lora_path}:{rx}|{teneros_lora_path}:{ra}|{sulphur_lora_path}:{rb}|{pose_lora_path}:{rp}|{general_lora_path}:{rg}|{motion_lora_path}:{rm}|{dreamlay_lora_path}:{rd}|{mself_lora_path}:{rs}|{dramatic_lora_path}:{rr}|{fluid_lora_path}:{rf}|{liquid_lora_path}:{rl}|{demopose_lora_path}:{ro}|{voice_lora_path}:{rv}|{realism_lora_path}:{re}|{transition_lora_path}:{rt}|{physics_lora_path}:{ry}|{reasoning_lora_path}:{ri}|{twostep_lora_path}:{rw}|{mcfurry_lora_path}:{mc}"
     key = hashlib.sha256(key_str.encode("utf-8")).hexdigest()
     return key, key_str
 
@@ -387,6 +390,7 @@ def prepare_lora_cache(
     physics_strength: float,
     reasoning_strength: float,
     twostep_strength: float,
+    mcfurry_strength: float,
     progress=gr.Progress(track_tqdm=True),
 ):
     """
@@ -399,7 +403,7 @@ def prepare_lora_cache(
     global PENDING_LORA_KEY, PENDING_LORA_STATE, PENDING_LORA_STATUS
 
     ledger = pipeline.model_ledger
-    key, _ = _make_lora_key(singularity_strength, teneros_strength, sulphur_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength, voice_strength, realism_strength, transition_strength, physics_strength, reasoning_strength, twostep_strength)
+    key, _ = _make_lora_key(singularity_strength, teneros_strength, sulphur_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength, voice_strength, realism_strength, transition_strength, physics_strength, reasoning_strength, twostep_strength, mcfurry_strength)
     cache_path = LORA_CACHE_DIR / f"{key}.safetensors"
 
     progress(0.05, desc="Preparing LoRA state")
@@ -433,6 +437,7 @@ def prepare_lora_cache(
         (physics_lora_path, round(float(physics_strength), 2)),
         (reasoning_lora_path, round(float(reasoning_strength), 2)),
         (twostep_lora_path, round(float(twostep_strength), 2)),
+        (mcfurry_lora_path, round(float(mcfurry_strength), 2)),
     ]
     loras_for_builder = [
         LoraPathStrengthAndSDOps(path, strength, LTXV_LORA_COMFY_RENAMING_MAP)
@@ -635,6 +640,7 @@ def get_gpu_duration(
     physics_strength: float = 0.0,
     reasoning_strength: float = 0.0,
     twostep_strength: float = 0.0,
+    mcfurry_strength: float = 0.0,
     progress=None, 
 ):
     return int(gpu_duration)
@@ -671,6 +677,7 @@ def generate_video(
     physics_strength: float = 0.0,
     reasoning_strength: float = 0.0,
     twostep_strength: float = 0.0,
+    mcfurry_strength: float = 0.0,
     progress=gr.Progress(track_tqdm=True),
 ):
     try:
@@ -851,6 +858,10 @@ with gr.Blocks(title="LTX-2.3 Distilled") as demo:
                         label="Two Step Reasoning strength",
                         minimum=0.0, maximum=2.0, value=0.0, step=0.01
                     )
+                    mcfurry_strength = gr.Slider(
+                        label="t2v anthro realism strength",
+                        minimum=0.0, maximum=2.0, value=0.0, step=0.01
+                    )
                 prepare_lora_btn = gr.Button("Prepare / Load LoRA Cache", variant="secondary")
                 lora_status = gr.Textbox(
                     label="LoRA Cache Status",
@@ -888,7 +899,7 @@ with gr.Blocks(title="LTX-2.3 Distilled") as demo:
 
     prepare_lora_btn.click(
         fn=prepare_lora_cache,
-        inputs=[singularity_strength, teneros_strength, sulphur_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength, voice_strength, realism_strength, transition_strength, physics_strength, reasoning_strength, twostep_strength],
+        inputs=[singularity_strength, teneros_strength, sulphur_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength, voice_strength, realism_strength, transition_strength, physics_strength, reasoning_strength, twostep_strength, mcfurry_strength],
         outputs=[lora_status],
     )
     
@@ -897,7 +908,7 @@ 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,
-            singularity_strength, teneros_strength, sulphur_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength, voice_strength, realism_strength, transition_strength, physics_strength, reasoning_strength, twostep_strength,
+            singularity_strength, teneros_strength, sulphur_strength, pose_strength, general_strength, motion_strength, dreamlay_strength, mself_strength, dramatic_strength, fluid_strength, liquid_strength, demopose_strength, voice_strength, realism_strength, transition_strength, physics_strength, reasoning_strength, twostep_strength, mcfurry_strength,
         ],
         outputs=[output_video, seed],
     )