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Minor enhancements (#11)
Verified signature- Minor enhancements (8b19ca0f76ec2560a2f7fb5fe2c36d34757bab59) Co-authored-by: msqrd <msqrd@users.noreply.huggingface.co>bd4975f
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Verified signature- Update app.py (75567509fcefe0d4099fbd52620ab298ce14b380) Co-authored-by: Evgeniy Hristoforu <ehristoforu@users.noreply.huggingface.co>e04fd6c
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faster (testing)
Verified signaturemade faster by 1. Model Loading and Device Placement: The model (pipe) is now loaded only once outside the generate function. This saves significant time on each generation. 2. Resolution Binning: Enabled by default in the options, this technique speeds up generation and reduces VRAM usage, especially for larger images. 3. Torch Compile (Experimental): Added the option to use torch.compile which might further improve performance on compatible hardware. This is highly dependent on your setup. 4. CPU Offloading (Experimental): Allows offloading parts of the model to CPU RAM, potentially enabling larger image generation or batch sizes if your GPU VRAM is limited. 5. Batch Generation: Added the ability to generate multiple images in a single pass (controlled by BATCH_SIZE environment variable or defaulting to 1). This significantly reduces overhead when generating more than one image.085c378
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batch size 12
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