CypherpunkSamurai · December 20, 2022 10:22
diff --git a/README.md b/README.md
diff --git a/colab-stable-diffusion.ipynb b/colab-stable-diffusion.ipynb
 {"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"stable-diffusion.ipynb","private_outputs":true,"provenance":[{"file_id":"https://github.com/woctezuma/stable-diffusion-colab/blob/main/stable_diffusion.ipynb","timestamp":1671530870869}]},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU","gpuClass":"standard"},"cells":[{"cell_type":"markdown","source":["# **Colab Stable diffusion**\n","**This is a edit of colab stable diffusion.**\n","\n","---\n","\n","## Changelog:\n","- Added Euler Ancestral Scheduler\n","\n","## Credits:\n","- woctezuma/stable-diffusion-colab\n","\n","---"],"metadata":{"id":"54MqXhGQ4gpi"}},{"cell_type":"code","execution_count":null,"metadata":{"id":"QuFz5uGi-h6G","cellView":"form"},"outputs":[],"source":["#@title Install Requirements\n","%pip install --quiet --upgrade diffusers transformers scipy mediapy accelerate ftfy spacy"]},{"cell_type":"code","source":["#@title Install xformers\n","import subprocess\n","\n","# The xformers package is mandatory to be able to create several 768x768 images.\n","github_url = \"https://github.com/brian6091/xformers-wheels\"\n","xformer_id = \"0.0.15.dev0+4c06c79\"\n","xformers_wheels = f\"xformers-{xformer_id}.d20221205-cp38-cp38-linux_x86_64.whl\"\n","\n","# Install xformers using pre-compiled Python wheels\n","%pip install -q {github_url}/releases/download/{xformer_id}/{xformers_wheels}"],"metadata":{"id":"oP_dBQpSCIkY","cellView":"form"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["#@title Version\n","# model_id = \"stabilityai/stable-diffusion-2-1-base\"\n","model_id = \"stabilityai/stable-diffusion-2-1\" #@param {type: \"string\"} [\"stabilityai/stable-diffusion-2-1\", \"stabilityai/stable-diffusion-2\", \"runwayml/stable-diffusion-v1-5\", \"CompVis/stable-diffusion-v1-4\"]"],"metadata":{"id":"GR4vF2bw-sHR","cellView":"form"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["from diffusers import PNDMScheduler, DDIMScheduler, LMSDiscreteScheduler, DPMSolverMultistepScheduler, EulerDiscreteScheduler, EulerAncestralDiscreteScheduler\n","\n","#@title Samplers\n","\n","sampler = \"EulerA\" #@param {type: \"string\"} [\"Euler\", \"EulerA\", \"PNDM\", \"DDIM\", \"DPMS\", \"LMSD\"]\n","\n","# scheduler = PNDMScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","# scheduler = DDIMScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","# scheduler = DPMSolverMultistepScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","# scheduler = LMSDiscreteScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","# scheduler = EulerDiscreteScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","# scheduler = EulerAncestralDiscreteScheduler.from_pretrained(model_id, subfolder=\"scheduler\"\n","\n","scheduler = None\n","\n","# We assign the scheduler\n","if sampler == \"Euler\":\n","  scheduler = EulerDiscreteScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","elif sampler == \"EulerA\":\n","  scheduler = EulerAncestralDiscreteScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","elif sampler == \"PNDM\":\n","  scheduler = PNDMScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","elif sampler == \"DDIM\":\n","  scheduler = DDIMScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","elif sampler == \"DPM\":\n","  scheduler = DPMSolverMultistepScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","elif sampler == \"LMSD\":\n","  scheduler = LMSDiscreteScheduler.from_pretrained(model_id, subfolder=\"scheduler\")\n","else:\n","  print(\"Invalid Sampler...\")"],"metadata":{"id":"vF9Q0xKX8gLR","cellView":"form"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["#@title Init Pipeline\n","import mediapy as media\n","import torch\n","from diffusers import StableDiffusionPipeline\n","\n","device = \"cuda\"\n","\n","pipe = StableDiffusionPipeline.from_pretrained(\n","    model_id,\n","    scheduler=scheduler,\n","    torch_dtype=torch.float16,\n","    revision=\"fp16\",\n","    )\n","pipe = pipe.to(device)\n","pipe.enable_xformers_memory_efficient_attention()\n","\n","# Not required\n","#if model_id.endswith('-base'):\n","#  image_length = 512\n","# else:\n","  # image_length = 768"],"metadata":{"id":"bG2hkmSEvByV","cellView":"form"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["#@title Generate Images\n","prompt = \"A ((beautiful woman)), smiling, beautiful face, nude, (high res)\" #@param {type: \"string\"}\n","neg_prompt = \"((deformed)), deformed limbs, multiple limbs, multiple arms, ((ugly)), fat, black and white, watermark\" #@param {type: \"string\"}\n","num_images = 1 #@param {type: \"integer\"}\n","\n","# 512 (if model_id.endswith('-base')) or 768 \n","image_length = 8 #@param {type:\"slider\", min:8, max:1024, step:8}\n","#@markdown **Note:** Image Length needs to be a Multiple of 8\n","\n","steps = 55 #@param {type:\"slider\", min:0, max:150, step:1}\n","cfgscale = 8 #@param {type:\"slider\", min:0, max:30, step:1.5}\n","\n","images = pipe(\n","    prompt,\n","    negative_prompt=neg_prompt,\n","    num_images_per_prompt=num_images,\n","    guidance_scale=cfgscale,\n","    num_inference_steps=steps,\n","    height=image_length,\n","    width=image_length,\n","    ).images\n","    \n","media.show_images(images)\n","images[0].save(\"output.jpg\")"],"metadata":{"id":"AUc4QJfE-uR9","cellView":"form"},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":["<center>\n","<img align=\"center\" src=\"https://i.imgur.com/8dx0ipm.png\">\n","</center>\n","\n","<br>"],"metadata":{"id":"Tdda6eGa9yyE"}},{"cell_type":"markdown","source":["## Prompt Engineering\n","Here's some resources:\n","\n","## Websites\n","- https://playgroundai.com/\n","- http://novelai.io/\n","- https://desuarchive.org/g/search/text/masterpiece%20high%20quality/ (4chan)\n","- https://www.ptsearch.info/home/\n","- https://aiguidebook.top/\n","\n","## Rentry\n","- https://rentry.org/voldy\n","- https://rentry.org/sdupdates\n","- https://rentry.org/sdupdates#prompting **(PROMPT GOLDMINE)**\n","\n","## Galleries\n","- https://github.com/Maks-s/sd-akashic ([reddit](https://old.reddit.com/r/StableDiffusion/comments/wkq73p/i_made_a_list_of_useful_resources_for_prompt/))\n","- https://stablediffusion.fr/prompts\n","- https://promptbase.com/\n","- \n","\n","## Nice Read\n","- https://github.com/joelparkerhenderson/stable-diffusion-image-prompt-gallery/blob/main/stable-diffusion-image-prompt-gallery-book.md\n","- https://mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts/"],"metadata":{"id":"jQZBOFog7xDZ"}},{"cell_type":"markdown","source":["## 4Chan /g/\n","\n",">Models, Textual Inversion & Embeddings\n","\n","https://rentry.org/hdgrecipes\n","\n","https://civitai.com/\n","\n","https://rentry.org/embeddings\n","\n","https://rentry.org/lftbl\n","\n","https://rentry.org/sdmodels\n","\n",">Guides\n","\n","SD2: https://rentry.org/dummySD2\n","\n","NovelAi: https://rentry.org/sdg_FAQ\n","\n","Animation: https://rentry.org/AnimAnon | https://rentry.org/\n","AnimAnon-LoopbackWave\n","\n","Inpainting/Outpainting: https://rentry.org/drfar\n","\n","Upscaling images: https://rentry.org/sdupscale\n","\n","Textual inversion: https://rentry.org/textard\n","\n","Training: https://rentry.org/informal-training-guide\n","\n","Hypernetworks: https://rentry.org/hypernetwork4dumdums\n","\n","Dreambooth: https://rentry.org/sdg-link\n","\n","Safetensors: https://rentry.org/safetensorsguide\n","\n","\n",">Tools & Resources\n","\n","Index: https://pharmapsychotic.com/tools.html | https://rentry.org/sdgoldmine\n","\n","Artist Styles: https://rentry.org/sdg-link\n","\n","Prompt sharing: https://rentry.org/sdg-link\n","\n","Wildcard list: https://github.com/Lopyter/stable-soup-prompts\n","\n","img2img skeleton: https://app.posemy.art/\n","\n","Dataset: https://rentry.org/sdg-link\n","\n","/sdg/ prompts: https://rentry.org/54d9o\n"],"metadata":{"id":"HHWz1bTH9m_y"}}]}
diff --git a/stable-diffusion-webui-kaggle-hehe.ipynb b/stable-diffusion-webui-kaggle-hehe.ipynb
diff --git a/voldermot_original.ipynb b/voldermot_original.ipynb
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