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feat: upgrade to FLUX.2-klein-4B with FP8 quantization#1

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feat/flux2-klein-4b-fp8
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feat: upgrade to FLUX.2-klein-4B with FP8 quantization#1
Defilan wants to merge 4 commits into
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feat/flux2-klein-4b-fp8

fix: replace optimum-quanto with diffusers layerwise casting for FP8

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