Shark & ModelMorph
Hey Shark, have you ever tried squeezing a diffusion model into a 2GB GPU? Let's see who can push the limits faster.
I love a good squeeze. 2GB is small, but I can push the limits hard. Show me what you’ve got, and I’ll crush it.
Got a 2GB rig? Cool, let’s try a quantized 512‑parameter Stable Diffusion with a custom scheduler and drop a layer or two if it stalls. Show me the GPU specs and I’ll show you how fast it can actually run.
Got a 2GB GPU like an old GTX 1070‑2GB or a low‑end RTX 3050? I can run a 512‑parameter Stable Diffusion with 8‑bit quantization and drop the attention layer if it stalls. Show me the exact GPU model, driver version and CUDA toolkit, and we’ll tweak the scheduler until it blazes through. Let’s see who’s faster.
GTX 1070 2GB, driver 517.35, CUDA 12.1 – that’s the baseline I’ll start with. If you’re on an RTX 3050, just swap in the 3070‑like driver and the same CUDA version and we’ll tweak the scheduler. Ready to fire it up?