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--- |
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license: creativeml-openrail-m |
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datasets: |
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- p1atdev/pvc |
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language: |
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- en |
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tags: |
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- stable-diffusion |
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- text-to-image |
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- safetensors |
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--- |
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# PVC |
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This model is a latent diffusion model finetuned on [Waifu Diffusion v1.4 epoch 2](https://huggingface.co/hakurei/waifu-diffusion-v1-4) with [PVC figure images](https://huggingface.co/datasets/p1atdev/pvc) using LoRA method. |
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You can use Danbooru tags to generate images. |
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# Model links |
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- [**pvc-v1.safetensors**](https://huggingface.co/p1atdev/pvc/resolve/main/pvc-v1.safetensors) |
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- [**pvc-v1.ckpt**](https://huggingface.co/p1atdev/pvc/resolve/main/pvc-v1.ckpt) |
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- [pvc-v1-lora.pt](https://huggingface.co/p1atdev/pvc/resolve/main/pvc-v1-lora.pt) (maybe only works with kohya's [sd-scripts](https://huggingface.co/p1atdev/pvc/resolve/main/pvc-v1-lora.pt) or [webui extension](https://github.com/kohya-ss/sd-webui-additional-networks)) |
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# Samples |
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``` |
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masterpiece, best quality, 1girl, green hair, sweater, beanie, turtleneck, looking at viewer, |
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Negative prompt: nsfw, worst quality, low quality, medium quality, deleted, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, jpeg artifacts, signature, watermark, username, blurry |
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Steps: 20, Sampler: DPM++ 2M Karras, CFG scale: 7 |
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``` |
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--- |
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``` |
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masterpiece, best quality, 1girl, smile, black hair, long hair, school uniform, navel, pleated skirt, leaning forward, looking at viewer, wind |
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Negative prompt: nsfw, worst quality, low quality, medium quality, deleted, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, jpeg artifacts, signature, watermark, username, blurry, |
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Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 10 |
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``` |
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--- |
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``` |
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masterpiece, best quality, 1girl, fascinator, hat, victorian, gothic, dress, frills, looking at viewer, |
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Negative prompt: worst quality, low quality, medium quality, deleted, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, jpeg artifacts, signature, watermark, username, blurry, censored, hetero |
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Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7 |
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``` |
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# Training information |
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``` |
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--train_batch_size 1 --resolution 768,768 --learning_rate 1e-4 --max_train_steps 17740 --use_8bit_adam --xformers --mixed_precision fp16 --save_every_n_epochs 1 --network_module networks.lora --v2 --enable_bucket --max_token_length 225 --network_dim 16 --text_encoder_lr 5e-5 |
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``` |
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