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