How to use ProCreations/Image-2.1-Turbo-Calibrated-NVFP4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ProCreations/Image-2.1-Turbo-Calibrated-NVFP4", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0]
https://huggingface.co/ProCreations/Image-2.1-Turbo-Calibrated-NVFP4/resolve/main/reports/calibration_search.json
hf download hf://ProCreations/Image-2.1-Turbo-Calibrated-NVFP4/reports/calibration_search.json
curl -L -o calibration_search.json https://huggingface.co/ProCreations/Image-2.1-Turbo-Calibrated-NVFP4/resolve/main/reports/calibration_search.json
