SyFe-trained full-attention IC-LoRA combining Canny, depth, and pose control for LTX-2.3 22B-dev.

union_control_bal was trained for 5,000 steps at rank 128 on a balanced 19,740-row control corpus: 6,580 Canny, 6,580 depth, and 6,580 pose examples. Training used video_to_video conditioning at 1280x704 with reference scale 1.0.

The final checkpoint and exact training configuration are under runs/union_control_bal/.

Training completed, but the final checkpoint has not received a complete production-quality validation pass. Treat this as a research checkpoint and evaluate each control mode independently before deployment. This is not the downloaded Lightricks Union-Control adapter and does not replace the separately published SyFe pose, depth, and Canny repositories.

Use is subject to the LTX-2 community license.