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FLUX.2 Klein — train character, concept and style LoRAs on FLUX.2 Klein: 4B (local, 16–24 GB GPUs) and 9B (cloud) variants, weighted-timestep recipe, and a hard guard that refuses to launch if your ai-toolkit build doesn't ship the flux2_klein archs yet (no silent fallback — a git pull in ai-toolkit fixes it). Both bases are license-gated on Hugging Face (HF token in Settings → Local tools).
Cloud training
▶ Continue a finished cloud run from its last checkpoint — new pod, the exact settings of the source run, and the extra steps you ask for.
Dataset workflow
📂 Import from folder — merge an existing dataset from a local path (recursive, same-name .txt captions picked up, duplicates skipped).
💾 Write caption .txt files next to the images on demand (Caption tools), trigger-prefixed like the ZIP export.
Detection & fixes
ai-toolkit installs without venv/ are now supported — point the new Python interpreter field (Settings → Local tools) at your conda/uv/system Python. ComfyUI Desktop installs are now recognized too. Thanks to CyberTod on Reddit for both reports.
New users are no longer trapped in the Setup wizard — Skip setup now works.
Dataset creation no longer fails silently: the Create button stays disabled until required fields are filled, and server errors show up as a toast.
The diagnostic report (Guide → Getting help) now redacts local user paths from the log tail — safe to paste in a GitHub issue.