Spaces:
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on
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Running
on
Zero
| ## Usage | |
| Enter a prompt and click `Generate`. [Civitai](https://civitai.com) has an excellent guide on [prompting](https://education.civitai.com/civitais-prompt-crafting-guide-part-1-basics/). | |
| ### Compel | |
| Positive and negative prompts are embedded by [Compel](https://github.com/damian0815/compel), enabling weighting and blending. See [syntax features](https://github.com/damian0815/compel/blob/main/doc/syntax.md). | |
| ### Arrays | |
| Arrays allow you to generate different images from a single prompt. For example, `a cute [[cat,corgi,koala]]` will expand into 3 prompts. Note that it only works for the positive prompt. You must also increase `Images` to generate more than 1 image at a time. Inspired by [Fooocus](https://github.com/lllyasviel/Fooocus/pull/1503). | |
| ### Autoincrement | |
| If `Autoincrement` is checked, the seed will be incremented for each image. When using arrays, you might want to uncheck this so the same seed is used for each prompt variation. | |
| ## Models | |
| Models are diffusion pipelines. All use `float16`. Recommended settings are shown below: | |
| * [fluently/fluently-v4](https://huggingface.co/fluently/Fluently-v4) | |
| - sampler: DPM++ 2M, guidance: 5-7, steps: 20-30 | |
| * [lykon/dreamshaper-8](https://huggingface.co/Lykon/dreamshaper-8) | |
| - sampler: DEIS 2M | |
| * [prompthero/openjourney-v4](https://huggingface.co/prompthero/openjourney-v4) | |
| - sampler: PNDM | |
| * [runwayml/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | |
| - sampler: PNDM | |
| * [sg161222/realistic_vision_v5.1](https://huggingface.co/SG161222/Realistic_Vision_V5.1_noVAE) | |
| - sampler: DPM++ 2M, guidance: 4-7 | |
| ### Schedulers | |
| All are based on [k_diffusion](https://github.com/crowsonkb/k-diffusion) except [DEIS](https://github.com/qsh-zh/deis) and [DPM++](https://github.com/LuChengTHU/dpm-solver). Optionally, the [Karras](https://arxiv.org/abs/2206.00364) noise schedule can be used. | |
| * [DEIS 2M](https://huggingface.co/docs/diffusers/en/api/schedulers/deis) | |
| * [DPM++ 2M](https://huggingface.co/docs/diffusers/en/api/schedulers/multistep_dpm_solver) | |
| * [DPM2 a](https://huggingface.co/docs/diffusers/api/schedulers/dpm_discrete_ancestral) | |
| * [Euler a](https://huggingface.co/docs/diffusers/en/api/schedulers/euler_ancestral) | |
| * [Heun](https://huggingface.co/docs/diffusers/api/schedulers/heun) | |
| * [LMS](https://huggingface.co/docs/diffusers/api/schedulers/lms_discrete) | |
| * [PNDM](https://huggingface.co/docs/diffusers/api/schedulers/pndm) | |
| ### VAE | |
| All models use [madebyollin/taesd](https://huggingface.co/madebyollin/taesd) for speed. | |
| ## TODO | |
| - [ ] Performance improvements | |
| - [ ] Support `bfloat16` | |
| - [ ] Support LoRA | |
| - [ ] Add VAE radio | |
| - [ ] Add styles | |
| - [ ] CLIP skip | |
| - [ ] [Hires fix](https://comfyanonymous.github.io/ComfyUI_examples/2_pass_txt2img/) | |
| - [ ] Badges | |