How to use ostris/zimage_turbo_training_adapter with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Tongyi-MAI/Z-Image-Turbo", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("ostris/zimage_turbo_training_adapter") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0]
Low VRAM toggle on
FP8 Diffuser and Text EncoderLinear Rank 16Cache Text EmbeddingAdvanced - Differential Guidance2000 Steps15 image - 512, 768, 1024 - Dataset
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