Readme
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Model description
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Intended use
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Ethical considerations
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Caveats and recommendations
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SDRV_2.0
Run this model in Node.js with one line of code:
npm install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});
Run zhouzhengjun/lora_inpainting using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"zhouzhengjun/lora_inpainting:43583c6b36861846eeea6aa0b0f6331c2a1b28bd0c0baac126742e701e68520d",
{
input: {
width: 768,
height: 768,
prompt: "(((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,",
lora_urls: "https://replicate.delivery/pbxt/Mf7QBwNXrehQ3k6GwMPpi8bqy0cer9x1NqogXVWylWC9l6YhA/tmp28kwa2ceclexz5tc90001zun1iy5b8x3wzip.safetensors",
scheduler: "K_EULER_ANCESTRAL",
lora_scales: "0.8",
num_outputs: 1,
guidance_scale: 3.57,
negative_prompt: "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, multiple head, lowres, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, watermark, blurry, multiple girls, multiple faces, canvas frame, cartoon, ((multiple head)), ((bad art)), ((extra limbs)), ((b&w)), wierd colors, (((duplicate))), ((morbid)), ((mutilated)), extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), ((bad anatomy)), (((bad proportions))), cloned face, (((disfigured))), out of frame, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), (fused fingers), (too many fingers), (((long neck))), video game, tiling, poorly drawn feet, mutated, cross-eye, body out of frame, Humpbacked, shadow, nude, naked, NSFW, bad quality, low quality, fused fingers, poorly drawn face, too many fingers",
prompt_strength: 0.87,
num_inference_steps: 31
}
}
);
// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"
// To write the file to disk:
fs.writeFile("my-image.png", output[0]);
To learn more, take a look at the guide on getting started with Node.js.
pip install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import replicate
Run zhouzhengjun/lora_inpainting using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"zhouzhengjun/lora_inpainting:43583c6b36861846eeea6aa0b0f6331c2a1b28bd0c0baac126742e701e68520d",
input={
"width": 768,
"height": 768,
"prompt": "(((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,",
"lora_urls": "https://replicate.delivery/pbxt/Mf7QBwNXrehQ3k6GwMPpi8bqy0cer9x1NqogXVWylWC9l6YhA/tmp28kwa2ceclexz5tc90001zun1iy5b8x3wzip.safetensors",
"scheduler": "K_EULER_ANCESTRAL",
"lora_scales": "0.8",
"num_outputs": 1,
"guidance_scale": 3.57,
"negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, multiple head, lowres, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, watermark, blurry, multiple girls, multiple faces, canvas frame, cartoon, ((multiple head)), ((bad art)), ((extra limbs)), ((b&w)), wierd colors, (((duplicate))), ((morbid)), ((mutilated)), extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), ((bad anatomy)), (((bad proportions))), cloned face, (((disfigured))), out of frame, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), (fused fingers), (too many fingers), (((long neck))), video game, tiling, poorly drawn feet, mutated, cross-eye, body out of frame, Humpbacked, shadow, nude, naked, NSFW, bad quality, low quality, fused fingers, poorly drawn face, too many fingers",
"prompt_strength": 0.87,
"num_inference_steps": 31
}
)
print(output)
To learn more, take a look at the guide on getting started with Python.
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run zhouzhengjun/lora_inpainting using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "43583c6b36861846eeea6aa0b0f6331c2a1b28bd0c0baac126742e701e68520d",
"input": {
"width": 768,
"height": 768,
"prompt": "(((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,",
"lora_urls": "https://replicate.delivery/pbxt/Mf7QBwNXrehQ3k6GwMPpi8bqy0cer9x1NqogXVWylWC9l6YhA/tmp28kwa2ceclexz5tc90001zun1iy5b8x3wzip.safetensors",
"scheduler": "K_EULER_ANCESTRAL",
"lora_scales": "0.8",
"num_outputs": 1,
"guidance_scale": 3.57,
"negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, multiple head, lowres, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, watermark, blurry, multiple girls, multiple faces, canvas frame, cartoon, ((multiple head)), ((bad art)), ((extra limbs)), ((b&w)), wierd colors, (((duplicate))), ((morbid)), ((mutilated)), extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), ((bad anatomy)), (((bad proportions))), cloned face, (((disfigured))), out of frame, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), (fused fingers), (too many fingers), (((long neck))), video game, tiling, poorly drawn feet, mutated, cross-eye, body out of frame, Humpbacked, shadow, nude, naked, NSFW, bad quality, low quality, fused fingers, poorly drawn face, too many fingers",
"prompt_strength": 0.87,
"num_inference_steps": 31
}
}' \
https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/zhouzhengjun/lora_inpainting@sha256:43583c6b36861846eeea6aa0b0f6331c2a1b28bd0c0baac126742e701e68520d \
-i 'width=768' \
-i 'height=768' \
-i 'prompt="(((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,"' \
-i 'lora_urls="https://replicate.delivery/pbxt/Mf7QBwNXrehQ3k6GwMPpi8bqy0cer9x1NqogXVWylWC9l6YhA/tmp28kwa2ceclexz5tc90001zun1iy5b8x3wzip.safetensors"' \
-i 'scheduler="K_EULER_ANCESTRAL"' \
-i 'lora_scales="0.8"' \
-i 'num_outputs=1' \
-i 'guidance_scale=3.57' \
-i 'negative_prompt="(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, multiple head, lowres, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, watermark, blurry, multiple girls, multiple faces, canvas frame, cartoon, ((multiple head)), ((bad art)), ((extra limbs)), ((b&w)), wierd colors, (((duplicate))), ((morbid)), ((mutilated)), extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), ((bad anatomy)), (((bad proportions))), cloned face, (((disfigured))), out of frame, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), (fused fingers), (too many fingers), (((long neck))), video game, tiling, poorly drawn feet, mutated, cross-eye, body out of frame, Humpbacked, shadow, nude, naked, NSFW, bad quality, low quality, fused fingers, poorly drawn face, too many fingers"' \
-i 'prompt_strength=0.87' \
-i 'num_inference_steps=31'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/zhouzhengjun/lora_inpainting@sha256:43583c6b36861846eeea6aa0b0f6331c2a1b28bd0c0baac126742e701e68520d
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "width": 768, "height": 768, "prompt": "(((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,", "lora_urls": "https://replicate.delivery/pbxt/Mf7QBwNXrehQ3k6GwMPpi8bqy0cer9x1NqogXVWylWC9l6YhA/tmp28kwa2ceclexz5tc90001zun1iy5b8x3wzip.safetensors", "scheduler": "K_EULER_ANCESTRAL", "lora_scales": "0.8", "num_outputs": 1, "guidance_scale": 3.57, "negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, multiple head, lowres, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, watermark, blurry, multiple girls, multiple faces, canvas frame, cartoon, ((multiple head)), ((bad art)), ((extra limbs)), ((b&w)), wierd colors, (((duplicate))), ((morbid)), ((mutilated)), extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), ((bad anatomy)), (((bad proportions))), cloned face, (((disfigured))), out of frame, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), (fused fingers), (too many fingers), (((long neck))), video game, tiling, poorly drawn feet, mutated, cross-eye, body out of frame, Humpbacked, shadow, nude, naked, NSFW, bad quality, low quality, fused fingers, poorly drawn face, too many fingers", "prompt_strength": 0.87, "num_inference_steps": 31 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Add a payment method to run this model.
Each run costs approximately $0.0037. Alternatively, try out our featured models for free.
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{
"completed_at": "2023-04-20T10:40:16.854096Z",
"created_at": "2023-04-20T10:40:11.656315Z",
"data_removed": false,
"error": null,
"id": "fh5kc5a52ndplbpabowbjzkzpq",
"input": {
"width": 768,
"height": 768,
"prompt": "(((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,",
"lora_urls": "https://replicate.delivery/pbxt/Mf7QBwNXrehQ3k6GwMPpi8bqy0cer9x1NqogXVWylWC9l6YhA/tmp28kwa2ceclexz5tc90001zun1iy5b8x3wzip.safetensors",
"scheduler": "K_EULER_ANCESTRAL",
"lora_scales": "0.8",
"num_outputs": 1,
"adapter_type": "sketch",
"guidance_scale": 3.57,
"negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, multiple head, lowres, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, watermark, blurry, multiple girls, multiple faces, canvas frame, cartoon, ((multiple head)), ((bad art)), ((extra limbs)), ((b&w)), wierd colors, (((duplicate))), ((morbid)), ((mutilated)), extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), ((bad anatomy)), (((bad proportions))), cloned face, (((disfigured))), out of frame, gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), (fused fingers), (too many fingers), (((long neck))), video game, tiling, poorly drawn feet, mutated, cross-eye, body out of frame, Humpbacked, shadow, nude, naked, NSFW, bad quality, low quality, fused fingers, poorly drawn face, too many fingers",
"prompt_strength": 0.87,
"num_inference_steps": 31
},
"logs": "Using seed: 41637\nGenerating image of 768 x 768 with prompt: (((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,\nThe requested LoRAs are loaded.\nThe following part of your input was truncated because CLIP can only handle sequences up to 77 tokens: ['twintails, halterdress,']\n 0%| | 0/31 [00:00<?, ?it/s]\n 3%|▎ | 1/31 [00:00<00:04, 7.33it/s]\n 6%|▋ | 2/31 [00:00<00:03, 7.42it/s]\n 10%|▉ | 3/31 [00:00<00:03, 7.77it/s]\n 13%|█▎ | 4/31 [00:00<00:03, 7.96it/s]\n 16%|█▌ | 5/31 [00:00<00:03, 8.07it/s]\n 19%|█▉ | 6/31 [00:00<00:03, 8.09it/s]\n 23%|██▎ | 7/31 [00:00<00:02, 8.13it/s]\n 26%|██▌ | 8/31 [00:00<00:02, 8.21it/s]\n 29%|██▉ | 9/31 [00:01<00:02, 8.25it/s]\n 32%|███▏ | 10/31 [00:01<00:02, 8.28it/s]\n 35%|███▌ | 11/31 [00:01<00:02, 8.22it/s]\n 39%|███▊ | 12/31 [00:01<00:02, 8.26it/s]\n 42%|████▏ | 13/31 [00:01<00:02, 8.30it/s]\n 45%|████▌ | 14/31 [00:01<00:02, 8.31it/s]\n 48%|████▊ | 15/31 [00:01<00:01, 8.21it/s]\n 52%|█████▏ | 16/31 [00:01<00:01, 8.22it/s]\n 55%|█████▍ | 17/31 [00:02<00:01, 8.24it/s]\n 58%|█████▊ | 18/31 [00:02<00:01, 8.26it/s]\n 61%|██████▏ | 19/31 [00:02<00:01, 8.27it/s]\n 65%|██████▍ | 20/31 [00:02<00:01, 8.30it/s]\n 68%|██████▊ | 21/31 [00:02<00:01, 8.32it/s]\n 71%|███████ | 22/31 [00:02<00:01, 8.32it/s]\n 74%|███████▍ | 23/31 [00:02<00:00, 8.21it/s]\n 77%|███████▋ | 24/31 [00:02<00:00, 8.22it/s]\n 81%|████████ | 25/31 [00:03<00:00, 8.25it/s]\n 84%|████████▍ | 26/31 [00:03<00:00, 8.29it/s]\n 87%|████████▋ | 27/31 [00:03<00:00, 8.29it/s]\n 90%|█████████ | 28/31 [00:03<00:00, 8.27it/s]\n 94%|█████████▎| 29/31 [00:03<00:00, 8.29it/s]\n 97%|█████████▋| 30/31 [00:03<00:00, 8.30it/s]\n100%|██████████| 31/31 [00:03<00:00, 8.14it/s]\n100%|██████████| 31/31 [00:03<00:00, 8.19it/s]",
"metrics": {
"predict_time": 5.085828,
"total_time": 5.197781
},
"output": [
"https://replicate.delivery/pbxt/AuF4csID2aJYAljPOge7vuWZmqAMVlK4EQ1Nkq4mlrGIR2ZIA/out-0.png"
],
"started_at": "2023-04-20T10:40:11.768268Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/fh5kc5a52ndplbpabowbjzkzpq",
"cancel": "https://api.replicate.com/v1/predictions/fh5kc5a52ndplbpabowbjzkzpq/cancel"
},
"version": "5ee40dbfcd12b378b456834a7bc222ee19d09921d0263a5123e281059fc58670"
}
Using seed: 41637
Generating image of 768 x 768 with prompt: (((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,
The requested LoRAs are loaded.
The following part of your input was truncated because CLIP can only handle sequences up to 77 tokens: ['twintails, halterdress,']
0%| | 0/31 [00:00<?, ?it/s]
3%|▎ | 1/31 [00:00<00:04, 7.33it/s]
6%|▋ | 2/31 [00:00<00:03, 7.42it/s]
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13%|█▎ | 4/31 [00:00<00:03, 7.96it/s]
16%|█▌ | 5/31 [00:00<00:03, 8.07it/s]
19%|█▉ | 6/31 [00:00<00:03, 8.09it/s]
23%|██▎ | 7/31 [00:00<00:02, 8.13it/s]
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29%|██▉ | 9/31 [00:01<00:02, 8.25it/s]
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68%|██████▊ | 21/31 [00:02<00:01, 8.32it/s]
71%|███████ | 22/31 [00:02<00:01, 8.32it/s]
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77%|███████▋ | 24/31 [00:02<00:00, 8.22it/s]
81%|████████ | 25/31 [00:03<00:00, 8.25it/s]
84%|████████▍ | 26/31 [00:03<00:00, 8.29it/s]
87%|████████▋ | 27/31 [00:03<00:00, 8.29it/s]
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100%|██████████| 31/31 [00:03<00:00, 8.14it/s]
100%|██████████| 31/31 [00:03<00:00, 8.19it/s]
This output was created using a different version of the model, zhouzhengjun/lora_inpainting:5ee40dbf.
This model costs approximately $0.0037 to run on Replicate, or 270 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.
This model runs on Nvidia A100 (80GB) GPU hardware. Predictions typically complete within 3 seconds.
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This model is cold. You'll get a fast response if the model is warm and already running, and a slower response if the model is cold and starting up.
Choose a file from your machine
Hint: you can also drag files onto the input
Choose a file from your machine
Hint: you can also drag files onto the input
Using seed: 41637
Generating image of 768 x 768 with prompt: (((masterpiece))),(((bestquality))),((ultra-detailed)),(illustration),((anextremelydelicateandbeautiful)),dynamicangle,floating,(beautifuldetailedeyes),(detailedlight) (1girl), solo , floating_hair,glowingeyes,green hair,greeneyes <1>, twintails, halterdress,
The requested LoRAs are loaded.
The following part of your input was truncated because CLIP can only handle sequences up to 77 tokens: ['twintails, halterdress,']
0%| | 0/31 [00:00<?, ?it/s]
3%|▎ | 1/31 [00:00<00:04, 7.33it/s]
6%|▋ | 2/31 [00:00<00:03, 7.42it/s]
10%|▉ | 3/31 [00:00<00:03, 7.77it/s]
13%|█▎ | 4/31 [00:00<00:03, 7.96it/s]
16%|█▌ | 5/31 [00:00<00:03, 8.07it/s]
19%|█▉ | 6/31 [00:00<00:03, 8.09it/s]
23%|██▎ | 7/31 [00:00<00:02, 8.13it/s]
26%|██▌ | 8/31 [00:00<00:02, 8.21it/s]
29%|██▉ | 9/31 [00:01<00:02, 8.25it/s]
32%|███▏ | 10/31 [00:01<00:02, 8.28it/s]
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