Loss feed from trainer stdout (sqlite UILogger stays empty); accurate step timing from tqdm elapsed

Add 50-step gate script: lora_B audit, diffusers load check, visible-change eval

wrapper: install trackio, param resolution/max-saves, upload stdout+loss dump

install torchaudio after ai-toolkit requirements (toolkit/config_modules.py imports it unconditionally)

fix: install libGL system libs for cv2 before ai-toolkit requirements

fix: add missing import argparse in run_ai_toolkit.py

Fix wrapper: single pip install, pass state dict to loss tail thread, move meta block to config root

Add ai-toolkit training bootstrap: clone, materialize pairs, YAML, SQLite loss tail to Trackio, checkpoint upload

Upload folder using huggingface_hub (part 2)

Upload folder using huggingface_hub

Upload folder using huggingface_hub

Upload pairs_eval.jsonl with huggingface_hub

Upload pairs_train.jsonl with huggingface_hub

Fix render filename format in pair lists (el_low/el_eye/el_high -> eleye/ellow/elhigh, no separator) and validate against metadata file fields

Clean rewrite of materializer

Add materializer: pair list + renders -> ai-toolkit targets/controls folder layout

Upload pairs_eval.jsonl with huggingface_hub

Upload pairs_train.jsonl with huggingface_hub

Upload split.json with huggingface_hub

Fix missing defaultdict import

Clean rewrite: split rebuild + pair build

Rebuild split from metadata with corrected stratified holdout, then build pairs

Upload pairs_eval.jsonl with huggingface_hub

Upload pairs_train.jsonl with huggingface_hub

Upload folder using huggingface_hub

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool