Diffusers How to use e-n-v-y/Qwen-Image-2.1-Fix-v2.0 with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Qwen/Qwen-Image-2.1", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("e-n-v-y/Qwen-Image-2.1-Fix-v2.0")
prompt = "A dramatic, high-fantasy digital painting depicting a colossal, ferocious owlbear in full predatory stance, its massive, feathered wings partially unfurled as if preparing to strike or take flight. The creature’s body merges the muscular bulk of a bear with the sharp, predatory features of an owl — a leathery, scaly hide mottled with dark browns and grays, feather tufts erupting from its shoulders and back, and piercing, glowing amber eyes that burn with primal rage. Its taloned forepaws are raised, claws gleaming with menace, while its beak-like snout drips with saliva and reveals dagger-like teeth. The scene is set in a twilight forest clearing, with twisted ancient trees casting long, ominous shadows, and mist curling through the underbrush, enhancing the eerie, mythic atmosphere. The lighting is cinematic and moody, with a low-angle sun casting golden rays through the canopy, illuminating the owlbear’s fur and feathers while leaving the surrounding forest in deep, velvety shadow. Behind the creature, a distant, crumbling stone tower looms through the mist, hinting at a forgotten realm or cursed fortress. The ground is littered with broken branches, scattered bones, and glowing mushrooms that pulse with bioluminescence, adding a touch of magical realism. The owlbear’s fur and feathers are rendered with intricate detail — individual strands catching the light, with textures ranging from coarse, bear-like hide to soft, downy feathers — creating a tactile, lifelike surface that contrasts with the surreal, otherworldly setting. The composition is dynamic and immersive, with the owlbear positioned slightly off-center to draw the viewer’s eye into the frame, its gaze fixed directly forward as if challenging the viewer. The brushwork is painterly yet digitally precise, blending realistic anatomy with fantastical exaggeration — the creature’s wings are oversized and slightly tattered, its claws are unnaturally long and sharp, and its eyes radiate an almost supernatural intensity. The palette is rich and saturated, dominated by deep forest greens, charcoal grays, and fiery amber highlights, with subtle iridescent glints on the feathers and mist. The overall mood is one of awe, danger, and ancient magic — a mythic beast emerging from the shadows to command reverence and fear.,"
image = pipe(prompt).images[0] 
