updated

README.md

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 ## Implementation Notes
 
-- PyTorch 2.0.1 compatibility is ensured through a custom patch (torch_patch.py) that enables newer diffusers versions to work with PyTorch 2.0.1 by adding placeholder attributes
-- Diffusers 0.24.0 is used as it provides the necessary functionality while being compatible with our patching approach
+- PyTorch 2.0.1 compatibility is ensured through a comprehensive custom patch (torch_patch.py) that enables latest diffusers versions to work with PyTorch 2.0.1
+- The patch creates placeholder implementations for PyTorch features introduced in 2.1+ (like float8 types, torch.compile, and torch._dynamo)
+- This approach allows using the latest diffusers version without downgrading, while maintaining full compatibility with ZeroGPU
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference