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README.md
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- art
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- Switched out the default scheduler for EulerAncestralDiscreteScheduler
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- Switched out the default tokenizer for laion/CLIP-convnext_xxlarge-laion2B-s34B-b82K-augreg-soup
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This repository is for the diffusers port of 2dn by Advokat, mainly so InvokeAI users can connect to the diffuser through the repo, which is preferable for remote users like myself. While putting it together, I decided to play around with tokenizer and scheduler settings. The result is slightly better, but mostly different, allowing you to explore different places in an already gorgeous model.
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**Original Author: Advokat**
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For checkpoints and a more detailed description, visit the original at CivitAI:
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https://civitai.com/models/4807/2dn
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**Changes made by me:**
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- Switched out the default scheduler for EulerAncestralDiscreteScheduler
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- I find it to have the best tradeoff results between speed and accuracy/quality.
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- Switched out the default tokenizer for laion/CLIP-convnext_xxlarge-laion2B-s34B-b82K-augreg-soup
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- Provides greater accuracy when reading prompts. 79.4% over OpenAI's 63.2%. Of the OpenCLIP options, I found the soup to offer the best images in all the models I've tried it on.
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- **Recommended sampler:** Euler_A
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- **Recommended CFG:** 7-15
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- **Recommended Steps:** 20-30
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Works well with high res fix, but can also create direct 1024x768 images. Below example images were generated in InvokeAI 2.3.1.post2 (using Invoke prompt syntax), with high res optimization set at 0.75 directly to a 960x1280px image. No inpainting, no editing other than to add the text.
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"a ("creepy","cute").blend(0.30,0.70)+ (cartoon)++ twentysomething african-american female necromancer+ royalty, professional++ (acrylic painting)++, (best quality, masterpiece, insane detail)++, (curated on ikon images, trending on dribble)++, (colorful pose), (beautiful surroundings, stunning setting)++, ("emo","goth").blend(0.85,0.15)+, (celestial, esoteric)++, (wearing breeches)+, (in an ossuary)++, (orange-, yellow-, pastel green, pastel red, neon blue)+, (neon)+, (pop-surrealist)++
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[[(bad hands)++, amateur+, unprofessional+, text, writing, watermark, blurry, (bad art)+, nudity, poorly drawn, (bad composition)+, child, childlike, ugly, tiling, lacklustre, beginner+, deformed, (extra digits)+, poorly drawn, (broken fingers), (mangled fingers), (too many fingers), (mangled hands), (extra limbs)]]"
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-s 30 -S 1472867700 -W 960 -H 1280 -C 11 -A k_euler_a --hires -f 0.75
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"a antique desk in front of an open window with a bouquet of wildflower and anemone flowers in a vase, professional++ (watercolor lithograph)+, (best quality, masterpiece, insane detail)++, (trending on artstation hq, curated on ikon images)++, (stunning setting, beautiful surroundings)++, (green, bright red, bleached pink, bleached purple, copper patina)+, (glitter)+, (popart)++
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[[amateur+, ugly+, unprofessional+, text, writing, watermark, blurry+, (bad art)+, (poorly drawn)+, (bad composition)+, tiling, cluttered, chaotic, busy, lacklustre, beginner+]]"
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-s 30 -S 1472867700 -W 960 -H 1280 -C 11 -A k_euler_a --hires -f 0.75
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