Instructions to use OzzyGT/krea2_reference_blocks with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use OzzyGT/krea2_reference_blocks with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("OzzyGT/krea2_reference_blocks", 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
Download modular_model_index.json from OzzyGT/krea2_reference_blocks: direct link, hf CLI and curl.
- Browser
- Download file 1.75 kB
-
https://huggingface.co/OzzyGT/krea2_reference_blocks/resolve/main/modular_model_index.json
- Command line
-
hf download hf://OzzyGT/krea2_reference_blocks/modular_model_index.json
-
curl -L -o modular_model_index.json https://huggingface.co/OzzyGT/krea2_reference_blocks/resolve/main/modular_model_index.json
1.75 kB
| { | |
| "_blocks_class_name": "Krea2TurboReferenceAutoBlocks", | |
| "_class_name": "Krea2ModularPipeline", | |
| "_diffusers_version": "0.41.0.dev0", | |
| "scheduler": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/Krea_2_Turbo_sdnq_dynamic_8bit", | |
| "revision": null, | |
| "subfolder": "scheduler", | |
| "type_hint": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "text_encoder": [ | |
| "transformers", | |
| "Qwen3VLModel", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/Krea_2_Turbo_sdnq_dynamic_8bit", | |
| "revision": null, | |
| "subfolder": "text_encoder", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen3VLModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "tokenizer": [ | |
| "transformers", | |
| "Qwen2Tokenizer", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/Krea_2_Turbo_sdnq_dynamic_8bit", | |
| "revision": null, | |
| "subfolder": "tokenizer", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen2Tokenizer" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "transformer": [ | |
| "diffusers", | |
| "Krea2Transformer2DModel", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/Krea_2_Turbo_sdnq_dynamic_8bit", | |
| "revision": null, | |
| "subfolder": "transformer", | |
| "type_hint": [ | |
| "diffusers", | |
| "Krea2Transformer2DModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "vae": [ | |
| "diffusers", | |
| "AutoencoderKLQwenImage", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/Krea_2_Turbo_sdnq_dynamic_8bit", | |
| "revision": null, | |
| "subfolder": "vae", | |
| "type_hint": [ | |
| "diffusers", | |
| "AutoencoderKLQwenImage" | |
| ], | |
| "variant": null | |
| } | |
| ] | |
| } | |