Update README.md

README.md

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----
-license: unlicense
----
+---
+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.webp
+
+---
+---
+# 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)