Text-to-Image
Diffusers
Safetensors
English
Korean
ZImagePipeline
darwin-image
aether-metacognitive
z-image
lora-merge
korean-text
vlm-judge
Instructions to use FINAL-Bench/Darwin-Image-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use FINAL-Bench/Darwin-Image-v1 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("FINAL-Bench/Darwin-Image-v1", 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
File size: 1,269 Bytes
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"version": "1.0.0",
"model_id": "FINAL-Bench/Darwin-Image-v1",
"vlm_judge_id": "FINAL-Bench/Darwin-4B-David",
"aether_loop": {
"max_iter": 3,
"threshold": 8.0,
"enable_vlm_enhance": true,
"enable_vlm_judge": true,
"enable_mti": false,
"seed_increment": 1,
"keep_all_iterations": true
},
"generation_defaults": {
"num_inference_steps": 9,
"guidance_scale": 0.0,
"height": 1024,
"width": 1024,
"negative_prompt": "",
"note": "Z-Image Turbo is a distilled model. CFG must be disabled (0.0); higher values cause darkening and flow matching drift."
},
"inpaint": {
"strength": 0.35,
"num_steps": 12,
"mask_dilate_px": 12,
"font_default": "NotoSansCJK-Bold"
},
"mti": {
"entropy_percentile": 0.75,
"cfg_boost": 1.5,
"apply_to_steps": null
},
"lora_stack": [
{"repo_id": "Shakker-Labs/AWPortrait-Z", "scale": 0.7, "purpose": "portrait"},
{"repo_id": "qqnyanddld/nsfw-z-image-lora", "scale": 0.5, "purpose": "uncensored"},
{"repo_id": "renderartist/Technically-Color-Z-Image-Turbo", "scale": 0.3, "purpose": "color"}
],
"lora_stack_changelog": {
"v2_2026-04-10": "Removed dejpeg (delta_norm 3.67 caused over-smoothing); reduced color 0.4→0.3"
}
}
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