Instructions to use Gatchamn/Illustrious-XL-v1.1-Diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Gatchamn/Illustrious-XL-v1.1-Diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Gatchamn/Illustrious-XL-v1.1-Diffusers", 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
Illustrious XL v1.1 β diffusers layout
A format conversion of OnomaAIResearch/Illustrious-XL-v1.1, by OnomaAI Research. All credit for the model belongs to them.
The original is published as a single CompVis-layout .safetensors. This repository holds the
same weights rearranged into the standard diffusers directory layout, so it can be loaded without
a conversion step. Nothing was retrained, pruned, or quantized.
Licence
CreativeML Open RAIL++-M, carried over unchanged from the original release. Commercial use is permitted, subject to the use restrictions in the licence. Read it on the original model page.
What was done
Converted with SDXLSingleFileConverter from
mindfire-image: 2641 tensors written
(unet 1680, text_encoder_2 517, vae 248, text_encoder 196). Every tensor's shape was verified
against Stability's SDXL 1.0 base, which also supplied the configs and tokenizers a single file
does not carry. One key was dropped, conditioner.embedders.1.model.logit_scale, which diffusers'
text encoder does not use.
Usage
OnomaAI's recommended settings: Euler a, 20β28 steps, CFG 5β7.5, at SDXL's native 1024Β² (booru framings like 832Γ1216 cost no more).
Illustrious is trained on Danbooru tags, not sentences, and learned an explicit quality
vocabulary β worst quality β bad β average β good β best quality, plus masterpiece.
1girl, solo, long hair, white dress, looking at viewer, outdoors, masterpiece, best quality
Suggested negative prompt, from the model card:
worst quality, comic, multiple views, bad quality, low quality, lowres, displeasing,
very displeasing, bad anatomy, bad hands, scan artifacts, monochrome, greyscale
Note on LoRAs
Most Illustrious LoRAs on Civitai target v0.1, not v1.1. Same architecture and tag vocabulary, different weights β they generally still fire, but expect to lower the scale and to see some drift from the samples they advertise.
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OnomaAIResearch/Illustrious-XL-v1.1