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[NeurIPS 2024] Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment

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When loading Flux model, the entire model is being created before the cast. ```python model = Flux(configs[name].params).to(torch.bfloat16) ``` The issue here is that a lot of RAM is being drained...

24vram and 64 ram is not enough? torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 90.00 MiB (GPU 0; 23.99 GiB total capacity; 50.07 GiB already allocated; 0 bytes free;...

According to the README.md, the required Python version is >= 3.7. I think this is wrong, because the used type annotations are available in Python >= 3.9. Here is an...

I know it is possible via ComfyUI node. I want to use include an additional image that goes in as a weighted input e.g. 10% weight for styling purposes. Anyone...

License conflict, can this be used for commercial purposes

``` ERROR: Exception in ASGI application Traceback (most recent call last): File ".../conda_envs/pulid/lib/python3.10/site-packages/pydantic/type_adapter.py", line 270, in _init_core_attrs self._core_schema = _getattr_no_parents(self._type, '__pydantic_core_schema__') File ".../conda_envs/pulid/lib/python3.10/site-packages/pydantic/type_adapter.py", line 112, in _getattr_no_parents raise AttributeError(attribute) AttributeError:...

Has anyone reproduced this paper? When will the author release the training code?Thanks