Flux 2 Klein 9B with LoRA freezes at 70% sampling on a 3090 Ti, user seeks troubleshooting help

FearlessLeader17 · reddit · 2026-10-25

A user running Flux 2 Klein 9B (fp8) with qwen38b and flux2-vae on a 3090 Ti for consistent-character generation reports generation works fine without LoRAs (30s with one reference image, 2min with two), but any CivitAI-downloaded LoRA causes sampling to freeze at 70% with GPU usage spiking to 96-97%. They're unsure whether the randomly downloaded workflow or VRAM limits are to blame and ask for advice.

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