Instructions to use kushaaagr/controlnet-color-guider with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use kushaaagr/controlnet-color-guider with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("kushaaagr/controlnet-color-guider", 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
Download config.json from kushaaagr/controlnet-color-guider: direct link, hf CLI and curl.
- Browser
- Download file 1.11 kB
-
https://huggingface.co/kushaaagr/controlnet-color-guider/resolve/3494f378ff0007eec2145378e8aab39e9a56ad9b/config.json
- Command line
-
hf download hf://kushaaagr/controlnet-color-guider@3494f378ff0007eec2145378e8aab39e9a56ad9b/config.json
-
curl -L -o config.json https://huggingface.co/kushaaagr/controlnet-color-guider/resolve/3494f378ff0007eec2145378e8aab39e9a56ad9b/config.json
1.11 kB
| { | |
| "_class_name": "ControlNetModel", | |
| "_diffusers_version": "0.15.0.dev0", | |
| "_name_or_path": "./color-sd21", | |
| "act_fn": "silu", | |
| "attention_head_dim": [ | |
| 5, | |
| 10, | |
| 20, | |
| 20 | |
| ], | |
| "block_out_channels": [ | |
| 320, | |
| 640, | |
| 1280, | |
| 1280 | |
| ], | |
| "class_embed_type": null, | |
| "conditioning_embedding_out_channels": [ | |
| 16, | |
| 32, | |
| 96, | |
| 256 | |
| ], | |
| "controlnet_conditioning_channel_order": "rgb", | |
| "cross_attention_dim": 1024, | |
| "down_block_types": [ | |
| "CrossAttnDownBlock2D", | |
| "CrossAttnDownBlock2D", | |
| "CrossAttnDownBlock2D", | |
| "DownBlock2D" | |
| ], | |
| "downsample_padding": 1, | |
| "flip_sin_to_cos": true, | |
| "freq_shift": 0, | |
| "in_channels": 4, | |
| "layers_per_block": 2, | |
| "mid_block_scale_factor": 1, | |
| "norm_eps": 1e-05, | |
| "norm_num_groups": 32, | |
| "num_class_embeds": null, | |
| "only_cross_attention": false, | |
| "projection_class_embeddings_input_dim": null, | |
| "resnet_time_scale_shift": "default", | |
| "upcast_attention": true, | |
| "use_linear_projection": true, | |
| "base_model": "Manojb/stable-diffusion-2-1-base", | |
| "sd_version": "2.1", | |
| "compatible_sd_versions": [ | |
| "2.1" | |
| ] | |
| } |