Text-to-Image
Diffusers
Safetensors
Ideogram4Pipeline
image-generation
diffusion
flow-matching
dit
ideogram
Instructions to use ideogram-ai/ideogram-4-fp8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ideogram-ai/ideogram-4-fp8 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ideogram-ai/ideogram-4-fp8", 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
π The best model for consistent text rendering
#6
by jqw5585 - opened
I'm really impressed. The text is incredibly consistent, even when not specified in the prompt.
A fluffy golden retriever puppy chasing a bright red ball through a sunlit green meadow.
A cozy steaming mug of hot chocolate with marshmallows resting on a wooden table next to a stack of books.
A cute little green frog wearing a tiny yellow rain hat sitting peacefully on a lily pad.

Just read the prompting guide and that is all gone
https://huggingface.co/ideogram-ai/ideogram-4-fp8/discussions/5#6a208948d2802761c1c3a188
