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🚀 ZeroGPU now supports PyTorch native quantization via `torchao` While it hasn’t been battle-tested yet, `Int8WeightOnlyConfig` is already working flawlessly in our tests. Let us know if you run into any issues — and we’re excited to see what the community will build! ```python import spaces from diffusers import FluxPipeline from torchao.quantization.quant_api import Int8WeightOnlyConfig, quantize_ pipeline = FluxPipeline.from_pretrained(...).to('cuda') quantize_(pipeline.transformer, Int8WeightOnlyConfig()) # Or any other component(s) @spaces.GPU def generate(prompt: str): return pipeline(prompt).images[0] ```
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Alexandro14/trained-flux-lora
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Aug 15, 2024