MVSplit-DiT-diffusers

BiliSakura/MVSplit-DiT-diffusers

Diffusers-ready checkpoints for MVSplit-DiT (Mean–Variance Split Residual Diffusion Transformers), converted for local/offline use with a project-owned custom MVSplitDiTPipeline.

Re-distribution notice: weights are converted from StableKirito/mvsplit-dit-1000l. Original work: Mean Mode Screaming. License: Apache 2.0.

Available checkpoints

Each subfolder is a self-contained Diffusers model repo with pipeline.py, model_index.json, and component weights.

Demo

Prompt: a red panda climbing a bamboo stalk — 256×256, 35 steps, CFG 2.0.

Inference

cd MVSplit-DiT-1000L
python demo_inference.py

See MVSplit-DiT-1000L/README.md for full usage and recommended settings.

Citation

@article{lu2026mms,
  title   = {Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers},
  author  = {Lu, Pengqi},
  journal = {arXiv preprint arXiv:2605.06169},
  year    = {2026},
}