Validation Preview
WebUI now has optional --validation_preview for supported model architectures:
Screen.Recording.2025-11-07.at.5.49.36.PM.mov
Cosmos2 Fixed
Cosmos2 text2image now trains correctly, after adjusting the schedule and sampler.
Stable Cascade
Stage C finetuning for Cascade prior is now supported via Lycoris, LoRA, and full-rank.
What's Changed
- quanto: make compatible with diffusers group offload by @bghira in #1925
- remove unnecessary fallbacks from test by @bghira in #1926
- (#1933) do not create dynamo plugin when it is not required by @bghira in #1934
- Avoid multi-threaded competition by @ZiyiTsang in #1931
- (#1932) pass unpacked list of models to accumulate by @bghira in #1935
- merge by @bghira in #1936
- quanto: device-aware forward to enable further compatibility with diffusers group offload by @bghira in #1937
- wan: --enable_chunked_feed_forward for potential memory savings by @bghira in #1938
- add --validation_preview option to ship intermediary samples to the webhook by @bghira in #1929
- merge by @bghira in #1940
- use runge-kutta utils from cosmos2 and bootstrap cosmos2 pipeline with AB2 sampler by @bghira in #1928
- merge by @bghira in #1941
- add instructions for agentic coding by @bghira in #1942
- Stable Cascade (stage C only) by @bghira in #1927
- merge by @bghira in #1944
Full Changelog: v3.0.9...v3.0.10