Instructions to use OzzyGT/ideogram4_custom_blocks with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use OzzyGT/ideogram4_custom_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/ideogram4_custom_blocks", torch_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
| from .ideogram4_differential import ( | |
| Ideogram4DiffDiffAutoBlocks, | |
| Ideogram4DiffDiffAutoCoreDenoiseStep, | |
| Ideogram4DiffDiffCoreDenoiseStep, | |
| Ideogram4DiffDiffDenoiseStep, | |
| Ideogram4DiffDiffLoopBlendStep, | |
| Ideogram4DiffDiffPrepareLatentsStep, | |
| ) | |
| from .ideogram4_img2img import ( | |
| Ideogram4AutoCoreDenoiseStep, | |
| Ideogram4AutoVaeEncoderStep, | |
| Ideogram4ExpandImageLatentsStep, | |
| Ideogram4Img2ImgAutoBlocks, | |
| Ideogram4Img2ImgCoreDenoiseStep, | |
| Ideogram4Img2ImgInputStep, | |
| Ideogram4PrepareLatentsWithStrengthStep, | |
| Ideogram4SetTimestepsWithStrengthStep, | |
| Ideogram4VaeEncoderStep, | |
| ) | |
| from .ideogram4_unified import Ideogram4AutoBlocks, Ideogram4UnifiedCoreDenoiseStep | |
| __all__ = [ | |
| # Unified pipeline (primary): text2image / img2img / differential in one AutoBlocks. | |
| "Ideogram4AutoBlocks", | |
| "Ideogram4UnifiedCoreDenoiseStep", | |
| # img2img | |
| "Ideogram4AutoCoreDenoiseStep", | |
| "Ideogram4AutoVaeEncoderStep", | |
| "Ideogram4ExpandImageLatentsStep", | |
| "Ideogram4Img2ImgAutoBlocks", | |
| "Ideogram4Img2ImgCoreDenoiseStep", | |
| "Ideogram4Img2ImgInputStep", | |
| "Ideogram4PrepareLatentsWithStrengthStep", | |
| "Ideogram4SetTimestepsWithStrengthStep", | |
| "Ideogram4VaeEncoderStep", | |
| # differential diffusion | |
| "Ideogram4DiffDiffAutoBlocks", | |
| "Ideogram4DiffDiffAutoCoreDenoiseStep", | |
| "Ideogram4DiffDiffCoreDenoiseStep", | |
| "Ideogram4DiffDiffDenoiseStep", | |
| "Ideogram4DiffDiffLoopBlendStep", | |
| "Ideogram4DiffDiffPrepareLatentsStep", | |
| ] | |