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--- |
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license: apache-2.0 |
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tags: |
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- text-to-image |
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- template:sd-lora |
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- flux |
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- lora |
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- flux dev |
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- image-generation |
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- diffusers |
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- painting |
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- art |
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- illustration |
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- pop art |
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- sots art |
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pipeline_tag: text-to-image |
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emoji: 🔜 |
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language: |
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- en |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: SOTS, SOTS art style, SOTS art painting |
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widget: |
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- text: SOTS art style painting |
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output: |
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url: sotsart1.png |
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- text: SOTS art style painting |
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output: |
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url: sotsart2.webp |
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- text: SOTS art style painting |
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output: |
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url: sotsart3.webp |
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- text: SOTS art style painting |
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output: |
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url: sotsart4.webp |
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- text: SOTS art style painting |
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output: |
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url: sotsart5.png |
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--- |
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--- |
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# SOTS ART LoRA by A.C.T. SOON® |
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A style LoRA fine-tuned for [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-Dev). |
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Trained on 70 paintings by Dubosarskiy and Vinogradov. |
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This LoRA was fine-tuned via a combination of two experimental methods suggested by theLastBen: |
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Firstly, targetting only select layers of the base model. |
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In this instance, the layers 7, 9, 16, and 25 were targetted. |
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Secondly, training on four 512x512 images per input file (within a 1024x1024 spread), thereby reducing the dataset size and quickening the training (aka homebrew express batching technique). |
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<Gallery /> |
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## Trigger words |
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You should use `SOTS` or 'SOTS art style painting' to trigger the image generation. |
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- base model: [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/AlekseyCalvin/SOTS_art/tree/main) them in the Files & versions tab. |
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## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers) |
