cmd/flexbench_eval.sh

##### LoRA Merge

CUDA_VISIBLE_DEVICES=4 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/subject_pose \
    --condition pose \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up/subject_pose/pose \
    --hub-dir /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_1gpu/hub \
    --skip-stage-2 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --frame-num 81

CUDA_VISIBLE_DEVICES=1 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/subject_inpainting \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up/subject_inpainting \
    --hub-dir /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub \
    --skip-stage-2 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --frame-num 81

CUDA_VISIBLE_DEVICES=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/subject_depth \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up/subject_depth \
    --hub-dir /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub \
    --skip-stage-2 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --frame-num 81

CUDA_VISIBLE_DEVICES=5 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 \
    --condition pose \
    --dataset-dir /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_inpainting \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up/pose_inpainting/pose \
    --hub-dir /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub \
    --skip-stage-2 \
    --show-conditioning

CUDA_VISIBLE_DEVICES=6 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 \
    --condition pose \
    --dataset-dir /home/xinyuy/dataset_processing/flexcombine-bench/datasets/v0/pose_depth \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up/pose_depth/pose \
    --hub-dir /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub \
    --skip-stage-2 \
    --show-conditioning


## Union LoRA


CUDA_VISIBLE_DEVICES=5 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/subject_pose \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up-union/subject_pose \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub/union.safetensors \
    --skip-stage-2 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --frame-num 81

CUDA_VISIBLE_DEVICES=6 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/subject_inpainting \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up-union/subject_inpainting \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub/union.safetensors \
    --skip-stage-2 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --frame-num 81

CUDA_VISIBLE_DEVICES=7 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/subject_depth \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up-union/subject_depth \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub/union.safetensors \
    --skip-stage-2 \
    --show-conditioning \
    --subject-offset-frames 100 \
    --frame-num 81

CUDA_VISIBLE_DEVICES=1 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 \
    --output-dir /home/xinyuy/dataset_processing/flexcombine-bench/results/flexbench/v0/ltx-2-scale-up-union/pose_inpainting \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub/union.safetensors \
    --skip-stage-2 \
    --show-conditioning

CUDA_VISIBLE_DEVICES=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/ltx-2-scale-up-union/pose_depth \
    --lora /home/xinyuy/flexvideo/LTX-2/outputs_scale_up_4gpu/hub/union.safetensors \
    --skip-stage-2 \
    --show-conditioning