Instructions to use hakurei/waifu-diffusion with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use hakurei/waifu-diffusion with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("hakurei/waifu-diffusion", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Commit History
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Fix deprecated float16/fp16 variant loading through new `version` API.
Hey hakurei 👋, Your model repository seems to contain a [`fp16` branch](https://huggingface.co/hakurei/waifu-diffusion/tree/fp16) to load the model in float16 precision. Loading `fp16` versions from a branch instead of the main branch is deprecated and will eventually be forbidden. Instead, we strongly recommend to save `fp16` versions of the model under `.fp16.` version files directly on the 'main' branch as enabled through this PR.This PR makes sure that your model repository allows the user to correctly download float16 precision model weights by adding `fp16` model weights in both safetensors and PyTorch bin format: ```py pipe = DiffusionPipeline.from_pretrained(hakurei/waifu-diffusion, torch_dtype=torch.float16, variant='fp16') ``` For more information please have a look at: https://huggingface.co/docs/diffusers/using-diffusers/loading#checkpoint-variants. We made sure you that you can safely merge this pull request. Best, the 🧨 Diffusers team.06e3548
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Adding `safetensors` variant of this model (#116)
- Adding `safetensors` variant of this model (78ae3782043b424c87bc1c9f4517a6231f3a1385)b03a1ad
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Adding `safetensors` variant of this model (#114)
- Adding `safetensors` variant of this model (560626cc065a41b80fc0912e1ad382120b8fc10a)6d8a56d
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add wd 1.4 anime model
1c53024
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Add WD 1.3 float32 weights
2dff9da
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add v1-2 weights
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Remove diffusers weights
23eab1c
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add weights
8ceb21e