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
| { | |
| "_blocks_class_name": "Ideogram4AutoBlocks", | |
| "_class_name": "Ideogram4ModularPipeline", | |
| "_diffusers_version": "0.39.0.dev0", | |
| "prompt_enhancer_head": [ | |
| "ideogram4", | |
| "Ideogram4PromptEnhancerHead", | |
| { | |
| "pretrained_model_name_or_path": "diffusers/qwen3-vl-8b-instruct-lm-head", | |
| "revision": null, | |
| "subfolder": "", | |
| "type_hint": [ | |
| "ideogram4", | |
| "Ideogram4PromptEnhancerHead" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "scheduler": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler", | |
| { | |
| "pretrained_model_name_or_path": "ideogram-ai/ideogram-4-nf4-diffusers", | |
| "revision": null, | |
| "subfolder": "scheduler", | |
| "type_hint": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "text_encoder": [ | |
| "transformers", | |
| "Qwen3VLModel", | |
| { | |
| "pretrained_model_name_or_path": "ideogram-ai/ideogram-4-nf4-diffusers", | |
| "revision": null, | |
| "subfolder": "text_encoder", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen3VLModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "tokenizer": [ | |
| "transformers", | |
| "Qwen2Tokenizer", | |
| { | |
| "pretrained_model_name_or_path": "ideogram-ai/ideogram-4-nf4-diffusers", | |
| "revision": null, | |
| "subfolder": "tokenizer", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen2Tokenizer" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "transformer": [ | |
| "diffusers", | |
| "Ideogram4Transformer2DModel", | |
| { | |
| "pretrained_model_name_or_path": "ideogram-ai/ideogram-4-nf4-diffusers", | |
| "revision": null, | |
| "subfolder": "transformer", | |
| "type_hint": [ | |
| "diffusers", | |
| "Ideogram4Transformer2DModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "unconditional_transformer": [ | |
| "diffusers", | |
| "Ideogram4Transformer2DModel", | |
| { | |
| "pretrained_model_name_or_path": "ideogram-ai/ideogram-4-nf4-diffusers", | |
| "revision": null, | |
| "subfolder": "unconditional_transformer", | |
| "type_hint": [ | |
| "diffusers", | |
| "Ideogram4Transformer2DModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "vae": [ | |
| "diffusers", | |
| "AutoencoderKLFlux2", | |
| { | |
| "pretrained_model_name_or_path": "ideogram-ai/ideogram-4-nf4-diffusers", | |
| "revision": null, | |
| "subfolder": "vae", | |
| "type_hint": [ | |
| "diffusers", | |
| "AutoencoderKLFlux2" | |
| ], | |
| "variant": null | |
| } | |
| ] | |
| } | |