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What are the LEAST GPU RAM/Memory Requirements for ControlNet Training?

Open HassanBinHaroon opened this issue 2 years ago • 4 comments

What are the LEAST GPU RAM/Memory Requirements for ControlNet Training?

HassanBinHaroon avatar Aug 07 '23 10:08 HassanBinHaroon

@scarbain @lllyasviel @williamyang1991 @eltociear

HassanBinHaroon avatar Aug 07 '23 10:08 HassanBinHaroon

look here, https://huggingface.co/docs/diffusers/training/controlnet (scroll down) 8GB on Linux (requires DeepSpeed, not available on Windows), 12GB on Windows

geroldmeisinger avatar Sep 17 '23 07:09 geroldmeisinger

all duplicate concerning "RAM and out of memory exceptions (OOM)": https://github.com/lllyasviel/ControlNet/issues/21 https://github.com/lllyasviel/ControlNet/issues/33 https://github.com/lllyasviel/ControlNet/issues/191 https://github.com/lllyasviel/ControlNet/issues/236 https://github.com/lllyasviel/ControlNet/issues/241 https://github.com/lllyasviel/ControlNet/issues/247 https://github.com/lllyasviel/ControlNet/issues/294 https://github.com/lllyasviel/ControlNet/issues/301 https://github.com/lllyasviel/ControlNet/issues/395

geroldmeisinger avatar Sep 17 '23 12:09 geroldmeisinger

Has anybody trained a ControlNet for SDXL with 24GB of GPU memory please?

celticsha avatar Jan 17 '24 09:01 celticsha