A user is seeking advice on the best tools for training a LoRA (Low-Rank Adaptation) model for Ideogram 4, as they encountered significant RAM and VRAM issues with AI-Toolkit. The user experienced extreme RAM consumption and out-of-memory errors even with different text encoder models, despite having 32GB of RAM and 8GB of VRAM. They are asking for recommendations on alternative tools like Musubi Tuner or if the problem lies with their setup or the general optimization of such training tools. AI
IMPACT Users may find alternative tools or troubleshooting steps for training LoRAs with limited hardware.
RANK_REASON User query about specific tools for a particular AI model adaptation technique.
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