Z-Image
Collection
2 items β’ Updated
How to use Rin247/Z-Image with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Rin247/Z-Image", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]Quantised media packages of Tongyi-MAI/Z-Image.
MECHA β Model Engineering & Contextual Hearth Assembly
These media packages have been forged and optimized in the MECHA Forge. Each one holds the Denoiser, Text Encoder, and VAE components packaged together for easier deployment.
Z-Image: undistilled foundation image model. Supports CFG (4.0), negative prompts, LoRA/ControlNet. 28-50 steps.
| Quant | Denoiser | Text encoder | VAE |
|---|---|---|---|
| FP4 | FP4 | FP4 | FP8 |
| FP8 | FP8 | FP8 | FP8 |
| INT4 | INT4 | INT4 | INT8 |
| INT8 | INT8 | INT8 | INT8 |
From the source model card (adjust to taste):
| Parameter | Value |
|---|---|
| Steps | 28-50 |
| CFG / Guidance scale | 3.0-5.0 |
| Resolution | 512-2048 (total pixels) |
| Notes | Supports CFG and negative prompts; good for LoRA/ControlNet |
Caught in the moment (candid, slice of life):
masterpiece, best quality, highres, absurdres, very aesthetic, safe, 1man,
solo, candid moment, natural lighting. An open-air street cafe on a sunny summer
afternoon, a small round bistro table under a striped patio parasol, potted
plants and climbing flowers, warm golden sunlight and a gentle breezy
atmosphere. A young man with short dark hair and brown eyes. He has a lean
build. He wears a teal linen shirt with sleeves rolled up, and dark
trousers, and tan loafers. He sits at the cafe table with a glass of iced
coffee, and a relaxed smile.
Fashion photography (magazine cover style):
Fashion photography, magazine cover style: a 33-year-old woman with oval face,
brown eyes, and soft lips; wearing a floral maxi dress, straw hat, sandals;
garden backlight, elegant typography, 8K, sharp focus.
Scenery:
Scenery: a lavender field in Provence at golden hour, purple rows, stone
farmhouse, soft light, bees, photorealistic, 8K.