debug

name	debug
description	Debug Gemma Multimodal Fine-Tuner failures across Python environments, Hugging Face models, PEFT/LoRA, datasets, audio/image processors, MPS, wizard subprocesses, visualizer state, evaluation, or export.

Debug

Reproduce the narrowest failing layer, record the exact profile/model/dataset and environment, distinguish configuration from model/data/device failure, and add a regression before changing behavior when possible. Use uv run pytest and uv run ruff with the smallest relevant target before the full suite.