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v4.10.0 - high-quality MOSS-Image & Flux 3 Klein training

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@bghira bghira released this 17 Oct 15:53
· 12 commits to release since this release
aafce0f

Features

  • MOSS-Image with VRAM-optimised configuration examples
  • Flux 3 Klein Image with a distillation training adapter (assistant LoRA)
  • KohakuFA attention is now set by default when attention-cute extra is installed

Bugfixes

  • MultiGPU (FSDP2 and DDP) training correctness fixes
  • WebUI metrics display and collection fixes
  • VAE caching should be a little faster now with large datasets

What's Changed

  • Fix Qwen-Image 2.1 FSDP metadata after model selection by @hjinnkim in #3258
  • Fix rank-dependent VAE bucket geometry by @hjinnkim in #3254
  • Fix redundant image resizing during VAE caching by @hjinnkim in #3255
  • Document the LyCORIS 4 LoKR kernel-size workaround by @bghira in #3259
  • Fix training reports with large metric and timestep histories by @bghira in #3260
  • Keep Qwen Image VAE attention independent of denoiser kernel selection by @bghira in #3263
  • Normalize text-file captions before training cache lookups by @bghira in #3262
  • Preserve sparse evaluation metrics when downsampling training records by @bghira in #3261
  • Add ComfyUI export for fused Krea2 full-matrix LoKR and DoRA by @bghira in #3264
  • Support value gradient clipping under FSDP2 by @hjinnkim in #3265
  • Fix LoRA and LyCORIS training under DDP and FSDP2 by @hjinnkim in #3266
  • Fix LR scheduler position being overwritten on resume by @hjinnkim in #3267
  • Require CaptionFlow 0.5.7 and PyTorch 2.13 by @bghira in #3269
  • Keep container device-list paths out of CUDA_VISIBLE_DEVICES by @bghira in #3270
  • Make automatic Kohaku attention the training default by @bghira in #3256
  • Add FLUX.3 Image Klein training and image editing support by @bghira in #3271
  • Preserve model-card base identity for local checkpoints by @bghira in #3272
  • Fix Flux.3 Image Klein segmented checkpointing and add GPU measurements by @bghira in #3274
  • Use the released FLUX.3 Klein training assistant by default by @bghira in #3275
  • Add MOSS-Image Base and SFT training support by @bghira in #3273
  • merge by @bghira in #3276

Full Changelog: v4.9.3...v4.10.0