Instructions to use d-wang26/wd with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use d-wang26/wd with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("d-wang26/wd", 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
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Download diffusers/docs/source/en/api/loaders/ip_adapter.md from d-wang26/wd: direct link, hf CLI and curl.
- Browser
- Download file 1.25 kB
-
https://huggingface.co/d-wang26/wd/resolve/main/diffusers/docs/source/en/api/loaders/ip_adapter.md
- Command line
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hf download hf://d-wang26/wd/diffusers/docs/source/en/api/loaders/ip_adapter.md
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curl -L -o ip_adapter.md https://huggingface.co/d-wang26/wd/resolve/main/diffusers/docs/source/en/api/loaders/ip_adapter.md
1.25 kB
| <!--Copyright 2024 The HuggingFace Team. All rights reserved. | |
| Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with | |
| the License. You may obtain a copy of the License at | |
| http://www.apache.org/licenses/LICENSE-2.0 | |
| Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on | |
| an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the | |
| specific language governing permissions and limitations under the License. | |
| --> | |
| # IP-Adapter | |
| [IP-Adapter](https://hf.co/papers/2308.06721) is a lightweight adapter that enables prompting a diffusion model with an image. This method decouples the cross-attention layers of the image and text features. The image features are generated from an image encoder. | |
| <Tip> | |
| Learn how to load an IP-Adapter checkpoint and image in the IP-Adapter [loading](../../using-diffusers/loading_adapters#ip-adapter) guide, and you can see how to use it in the [usage](../../using-diffusers/ip_adapter) guide. | |
| </Tip> | |
| ## IPAdapterMixin | |
| [[autodoc]] loaders.ip_adapter.IPAdapterMixin | |
| ## IPAdapterMaskProcessor | |
| [[autodoc]] image_processor.IPAdapterMaskProcessor |