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The exllamav3 backend parses the user-configured draft_gpu_split into self.draft_gpu_split, but load_model_sync passed self.gpu_split (the main model's split) when loading the draft model, so the draft split was silently ignored. Use self.draft_gpu_split instead. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>