Update README.md

README.md

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----
-license: mit
----
+---
+base_model:
+- black-forest-labs/FLUX.1-dev
+library_name: diffusers
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+pipeline_tag: image-to-image
+tags:
+- text-to-image
+- image-generation
+- flux
+- diffusion-single-file
+language:
+- en
+---
+
+This model is part of a project dedicated to the generation of nail designs using diffusion models.
+
+Read more about how this model was trained in the Medium article:
+["Fine-tuning the Flux.1-dev model for nail generation"](https://medium.com/@akhmat-s/fine-tuning-the-flux-1-model-for-nail-generation-572fff313c7b).
+
+> This article discusses the training of a diffusion model for nail design generation. The primary objective of our experiment is to develop a highly effective tool using relatively small datasets. To accomplish this, we use [Flux.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev), a text-to-image model capable of generating output images based on provided textual inputs. The model was trained utilizing a strategy of preprocessing text queries, enhancing the accuracy and informativeness of the generated images.