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
| { | |
| "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" | |
| } | |
| } | |