inference.cmd

python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_switch \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --condition-lora 0 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/subject.safetensors 1.0 \
    --condition-lora 1 /mnt/data/xinyuy/models/LTX-2.3-LoRA/hub/depth_canny_pose.safetensors 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/pose/001.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/subject/001.jpg 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person in a vibrant pink outfit with lace detailing, holding a microphone and seemingly singing or speaking. The setting appears to be a bar or a similar establishment, indicated by the wooden bar counter in the background, which is adorned with various bottles and glasses. The lighting is warm and ambient, contributing to a cozy atmosphere." \
    --output-path test_switch.mp4 \
    --show-conditioning \
    --skip-stage-2 \
    --num-frames 81 \
    --subject-offset-frames 100



python -m packages.ltx-pipelines.src.ltx_pipelines.flexbench_inference \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --dataset-dir /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_inpainting_subject \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0_scale_up/lora-union/pose_inpainting_subject \
    --hub /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub \
    --skip-stage-2 \
    --show-conditioning \
    --num-frames 81 \
    --subject-offset-frames 100


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_one_stage \
    --checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-dev.safetensors \
    --lora outputs/hub/subject.safetensors 1.0 \
    --lora /mnt/data/xinyuy/models/LTX-2.3-LoRA/hub/depth_canny_pose.safetensors 1.0 \
    --video-conditioning temp_test_suite/subject_spatial_style/condition/005_subject.png 1.0 \
    --video-cfg-guidance-scale 3.0 \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "A woodpecker probes a tree trunk with its beak." \
    --output-path test_one_stage.mp4 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --num-frames 81 \
    --num-inference-steps 40


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_multi_condition \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person in a vibrant pink outfit with lace detailing, holding a microphone and seemingly singing or speaking. The setting appears to be a bar or a similar establishment, indicated by the wooden bar counter in the background, which is adorned with various bottles and glasses. The lighting is warm and ambient, contributing to a cozy atmosphere." \
    --condition /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/pose/001.mp4 1.0 1.0 \
    --condition /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/subject.safetensors /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/subject/001.jpg 1.0 1.0 \
    --output-path test_switch.mp4 \
    --skip-stage-2

python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_multi_condition \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/subject.safetensors 1.0 \
    --lora /mnt/data/xinyuy/models/LTX-2.3-LoRA/hub/depth_canny_pose.safetensors 0.8 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/pose/001.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/subject/001.jpg 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person in a vibrant pink outfit with lace detailing, holding a microphone and seemingly singing or speaking. The setting appears to be a bar or a similar establishment, indicated by the wooden bar counter in the background, which is adorned with various bottles and glasses. The lighting is warm and ambient, contributing to a cozy atmosphere." \
    --output-path test_switch.mp4 \
    --show-conditioning \
    --skip-stage-2 \
    --num-frames 81 \
    --subject-offset-frames 100


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_multi_condition \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person in a vibrant pink outfit with lace detailing, holding a microphone and seemingly singing or speaking. The setting appears to be a bar or a similar establishment, indicated by the wooden bar counter in the background, which is adorned with various bottles and glasses. The lighting is warm and ambient, contributing to a cozy atmosphere." \
    --condition /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_inpainting/pose/001.mp4 1.0 1.0 \
    --output-path test_switch_pose.mp4 \
    --skip-stage-2 \
--show-conditioning

python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_multi_condition \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "A man in a black t-shirt that reads \"Baby Back MANIAC\" stands on a patio, speaking directly to the camera. He is positioned in front of a large, open, black kamado-style grill. He gestures enthusiastically with his hands as he talks, at one point looking down into the grill to emphasize what he is explaining. The outdoor setting includes a wooden fence, lush green trees, and other grills visible in the background, suggesting he is filming a barbecue or cooking tutorial." \
    --condition /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_depth/depth/001.mp4 1.0 1.0 \
    --condition /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/subject.safetensors /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_depth/subject/001.jpg 1.0 1.0 \
    --output-path test_switch_depth_subject.mp4 \
    --skip-stage-2 \
--show-conditioning


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_multi_condition \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features an elderly woman who appears to be in her late sixties to seventies. She is wearing glasses and a purple vest over a blue floral-patterned blouse. Her hair is gray, and she has a light skin tone. The woman is actively moving, with her arms and hands in various positions, suggesting she might be dancing or gesturing expressively. The background of the video shows a room with a bookshelf filled with books and records, framed pictures on the wall, and a stereo system. The room gives the impression of a personal living space, possibly a home, with a cozy and lived-in atmosphere. The lighting is soft and natural, indicating that the video might have been taken during the day." \
    --condition /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-IC-LoRAs/LTX2.3-22B_IC-LoRA-Cameraman_v1/LTX2.3-22B_IC-LoRA-Cameraman_v1_10500.safetensors /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-IC-LoRAs/LTX2.3-22B_IC-LoRA-Cameraman_v1/test/test_compa_00045_reference.mp4 1.0 1.0 \
    --condition outputs_scale_up_1gpu/hub/pose.safetensors /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/pose/006.mp4 1.0 1.0 \
    --output-path test_video/test_cameraman_pose_switch.mp4 \
    --skip-stage-2 \
    --show-conditioning


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --lora /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-IC-LoRAs/LTX2.3-22B_IC-LoRA-Cameraman_v1/LTX2.3-22B_IC-LoRA-Cameraman_v1_10500.safetensors 1.0 \
    --lora outputs_scale_up_1gpu/hub/pose.safetensors 1.0 \
    --video-conditioning /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-IC-LoRAs/LTX2.3-22B_IC-LoRA-Cameraman_v1/test/test_compa_00045_reference.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/subject_pose/pose/006.mp4 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features an elderly woman who appears to be in her late sixties to seventies. She is wearing glasses and a purple vest over a blue floral-patterned blouse. Her hair is gray, and she has a light skin tone. The woman is actively moving, with her arms and hands in various positions, suggesting she might be dancing or gesturing expressively. The background of the video shows a room with a bookshelf filled with books and records, framed pictures on the wall, and a stereo system. The room gives the impression of a personal living space, possibly a home, with a cozy and lived-in atmosphere. The lighting is soft and natural, indicating that the video might have been taken during the day." \
    --output-path test_video/test_cameraman_pose.mp4 \
    --show-conditioning \
    --skip-stage-2


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors 1.0 \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/depth/002.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/pose/002.mp4 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person dressed in a traditional, flowing garment with floral patterns, likely a kimono, set against a backdrop of blooming pink cherry blossoms. The individual appears to be in their thirties and is female, with dark hair tied back. The skin tone is light. The person is captured in various dynamic poses, with their arms raised and extended, suggesting a dance or a graceful movement. The background is a lush garden filled with cherry blossom trees, indicating a springtime setting. The overall atmosphere is serene and picturesque, with the focus on the elegance of the person's movements and the beauty of the natural surroundings." \
    --output-path test_video/test_depth_pose_direct_merge_near_out.mp4 \
    --show-conditioning \
    --skip-stage-2


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_address_conflict \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/depth/001.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/pose/001.mp4 1.0 \
    --condition-lora 0 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors 1.0 \
    --condition-lora 1 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person in a vibrant pink outfit with lace detailing, holding a microphone and seemingly singing or speaking. The setting appears to be a bar or a similar establishment, indicated by the wooden bar counter in the background, which is adorned with various bottles and glasses. The lighting is warm and ambient, contributing to a cozy atmosphere." \
    --output-path abalation_stage_2/001-pose-depth-skip-stage-2-full-resolution.mp4 \
    --show-conditioning \
    --skip-stage-2 \
    --stage-1-full-resolution


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth_overlay/002.mp4 1.0 \
    --lora /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3-22b-IC-LoRA-Union-Control/ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors 1.0 \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person dressed in a traditional, flowing garment with floral patterns, likely a kimono, set against a backdrop of blooming pink cherry blossoms. The individual appears to be in their thirties and is female, with dark hair tied back. The skin tone is light. The person is captured in various dynamic poses, with their arms raised and extended, suggesting a dance or a graceful movement. The background is a lush garden filled with cherry blossom trees, indicating a springtime setting. The overall atmosphere is serene and picturesque, with the focus on the elegance of the person's movements and the beauty of the natural surroundings." \
    --output-path test_video/test_depth_pose_overlay_union_official_002.mp4 \
    --show-conditioning \
    --skip-stage-2


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/depth/002.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/pose/002.mp4 1.0 \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors 1.0 \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors 1.2 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person dressed in a traditional, flowing garment with floral patterns, likely a kimono, set against a backdrop of blooming pink cherry blossoms. The individual appears to be in their thirties and is female, with dark hair tied back. The skin tone is light. The person is captured in various dynamic poses, with their arms raised and extended, suggesting a dance or a graceful movement. Behind the person is a lush garden filled with cherry blossom trees, indicating a springtime setting. The overall atmosphere is serene and picturesque, with the focus on the elegance of the person's movements and the beauty of the natural surroundings." \
    --output-path outputs/attn_conflict_test/002_base_prompt_2.mp4 \
    --show-conditioning \
    --skip-stage-2 \
    --num-frames 81 \
    --subject-offset-frames 100

python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_address_conflict \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/depth/002.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/pose/002.mp4 1.0 \
    --condition-lora 0 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/union.safetensors 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a single individual standing on a wooden deck area. The person is wearing a patterned blazer, pink pants, and a hat. They are walking in front of a glass door with red and white signage, which appears to be in a non-English language, possibly Chinese. The individual is captured in various poses, suggesting movement or dance. The background includes potted plants and a blanket on the deck, indicating a casual, possibly residential setting. The time of day seems to be evening or night, as the lighting is dim. The overall environment is modern and clean, with a focus on the individual's actions and the immediate surroundings." \
    --output-path test_video/test_depth_pose_subject_address_conflict_026.mp4 \
    --show-conditioning \
    --skip-stage-2 \
    --conflict-activation-percentile 0.5 \
    --num-frames 81 \
    --subject-offset-frames 100


python -m ltx_pipelines.ic_lora_address_conflict \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/depth/026.mp4 1.0 \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/pose/026.mp4 1.0 \
    --condition-lora 0 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors 1.0 \
    --condition-lora 1 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a single individual standing on a wooden deck area. The person is wearing a patterned blazer, pink pants, and a hat. They are positioned in front of a glass door with red and white signage, which appears to be in a non-English language, possibly Chinese. The individual is captured in various poses, suggesting movement or dance. The background includes potted plants and a blanket on the deck, indicating a casual, possibly residential setting. The time of day seems to be evening or night, as the lighting is dim. The overall environment is modern and clean, with a focus on the individual's actions and the immediate surroundings." \
    --output-path test_video/test_depth_pose_silhouette_026.mp4 \
    --conflict-foreground-silhouette \
    --conflict-silhouette-dilate 1.0 \
    --show-conditioning --skip-stage-2 --verbose


python -m ltx_pipelines.ic_lora \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/pose/002.mp4 1.0 \
    --video-conditioning /home/xinyuy/flexvideo/LTX-2/test_video/near_depth_002.mp4 1.0 \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/pose.safetensors 1.0 \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "The video features a person dressed in a traditional, flowing garment with floral patterns, likely a kimono, set against a backdrop of blooming pink cherry blossoms. The individual appears to be in their thirties and is female, with dark hair tied back. The skin tone is light. The person is captured in various dynamic poses, with their arms raised and extended, suggesting a dance or a graceful movement. The background is a lush garden filled with cherry blossom trees, indicating a springtime setting. The overall atmosphere is serene and picturesque, with the focus on the elegance of the person's movements and the beauty of the natural surroundings." \
    --output-path test_video/test_depth_pose_direct_merge_nearout_002.mp4 \
    --show-conditioning --skip-stage-2


python -m packages.ltx-pipelines.src.ltx_pipelines.flexbench_inference \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --dataset-dir /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0_scale_up/lora-address-conflict/pose_depth_near_out \
    --hub /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub \
    --skip-stage-2 \
    --show-conditioning \
    --address-conflict \
    --conflict-enable-nearout


python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora_address_conflict \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth/depth/002.mp4 1.0 \
    --video-conditioning /home/xinyuy/flexvideo/LTX-2/temp_test_suite/multi_spatial/condition/007_sub_canny.mp4 1.0 \
    --condition-lora 0 /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub/depth.safetensors 1.0 \
    --condition-lora 1 /home/xinyuy/flexvideo/LTX-2/outputs/hub/canny.safetensors 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "A deer walking." \
    --output-path address_conflict_test/canny_depth_002.mp4 \
    --show-conditioning \
    --skip-stage-2 \
    --conflict-foreground-silhouette \
    --conflict-silhouette-dilate 1.0

python -m packages.ltx-pipelines.src.ltx_pipelines.ic_lora \
    --distilled-checkpoint-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-22b-distilled.safetensors \
    --video-conditioning /home/xinyuy/flexvideo/LTX-2/test_conditions_sparse_track/conditions/tracks_contition.mp4 1.0 \
    --lora /mnt/data/xinyuy/models/LTX-2.3-LoRA/LTX-2.3-22b-IC-LoRA-Motion-Track-Control/ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors 1.0 \
    --spatial-upsampler-path /home/xinyuy/flexvideo/LTX-2/ckpts/LTX-2.3/ltx-2.3-spatial-upscaler-x2-1.0.safetensors \
    --gemma-root /mnt/data/xinyuy/models/Gemma3 \
    --prompt "A car driving on the road." \
    --output-path /home/xinyuy/flexvideo/LTX-2/test_conditions_sparse_track/tracks_condition.mp4 \
    --show-conditioning \
    --skip-stage-2