DiffusionForce
Coming SoonUGPUM™ (Unified GPU Memory) — pool two consumer GPUs into one usable VRAM space. Currently in test validation.
Train LoRAs on big diffusion models (Wan 2.1 14B, Flux 2 Klein 9B, Flux 2 Dev) that don't fit on a single 16 GB card. UGPUM™ splits the DiT across two GPUs by compute time, not block count — heterogeneous-aware. The certain win today is the additional 16 GB of pooled VRAM; for the full benefit, two PCIe ×16 slots are strongly recommended (PCIe ×4 second slot is slower than DDR5 system memory bandwidth). Two demo datasets bundled for a five-minute first-try. No NCCL, no DDP, no WSL2.