sculptureflux

Sculpture Flux

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Model description

Sculpture Flux draws from the Art Institute of Chicago's prestigious collection of high-resolution public domain images, capturing the nuanced textures, dynamic forms, and timeless beauty of classical sculpture. While masterfully rendering the exquisite details of carved stonework, this versatile concept model transcends traditional materials to generate bold contemporary pieces in marble, bronze, steel, and beyond. Great for visualizing everything from classical busts to abstract modernist forms, each generation maintains the weight, presence, and dimensional complexity inherent to sculptural art.

FOR THE BEST RESULTS USE EULER SAMPLER

Experiment with lowering the guidance scale from the default of 3.0-3.5 down to 2.5 to allow for more creative prompting, doing this will allow for more flexibility both in form and materials. The LoRA was trained primarily on busts but seems flexible enough for figures and full bodies as well.

This LoRA was trained with 22 images captioned with Joy Caption Batch, 2 repeats, 2 batch, 80 epochs, 32 DIM/32 ALPHA for a total of 1760 Steps.

Next phases: Since the outputs are so strong I want to make a v2 of this LoRA with a mixture of real images and AI-genereated images to allow for more flexibility in the styles by default.

Please support my research, I want to explore the fine-tuning of Flux to create better LoRAs. Cloud compute companies don't accept buzz! 🤣 (https://ko-fi.com/renderartist) ⬅ Thank you!

Trained with Kohya, tested in ComfyUI.

Trigger words

You should use sculptur3 to trigger the image generation.

You should use sculpture to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.