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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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widget: |
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- text: >- |
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Neutral Gray Background, Wide-angle, high quality, detailed, ultrarealistic |
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photography, A beige linen shirt with short sleeves, a round neckline, and a |
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subtle texture. The shirt has minimal stitching visible at the seams. |
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output: |
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url: images/4193686277_0.jpg |
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- text: >- |
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Neutral Gray Background, Wide-angle, high quality, detailed, ultrarealistic |
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photography, A yellow cotton blouse featuring short puff sleeves, gathered |
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shoulders, and button-down front closure. It has two small pockets on either |
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side. |
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output: |
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url: images/1344616527_0.jpg |
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base_model: black-forest-labs/FLUX.1-schnell |
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instance_prompt: null |
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license: apache-2.0 |
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--- |
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# flux-fashion |
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The **flux-fashion** LoRA model generates high-quality, realistic clothing images from text descriptions. It was trained on the [H&M Fashion Caption Dataset (12k)](https://huggingface.co/datasets/tomytjandra/h-and-m-fashion-caption-12k) using the [AI Toolkit](https://github.com/ostris/ai-toolkit?tab=readme-ov-file). |
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The LoRA is compatible with FLUX architectures, including [Shuttle 3.1](https://huggingface.co/shuttleai/shuttle-3.1-aesthetic). |
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<Gallery /> |
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## Features |
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- **Dataset**: Fine-tuned on [H&M Fashion Caption Dataset (12k)](https://huggingface.co/datasets/tomytjandra/h-and-m-fashion-caption-12k) |
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- **Architecture**: Compatible with FLUX (e.g., Shuttle 3.1) |
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- **Model Type**: LoRA for text-to-image tasks. |
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- **Base Model**: [black-forest-labs/FLUX.1-schnell](https://huggingface.co/black-forest-labs/FLUX.1-schnell). |
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- **License**: [Apache-2.0](https://choosealicense.com/licenses/apache-2.0/). |
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## Usage |
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Use this Model directly using Diffusers |
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```python |
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from diffusers import DiffusionPipeline |
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pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-schnell") |
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pipe.load_lora_weights("aihpi/flux-fashion-lora") |
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prompt = "Neutral Gray Background, Wide-angle, high quality, detailed, ultrarealistic photography, A beige linen shirt with short sleeves, a round neckline, and a subtle texture. The shirt has minimal stitching visible at the seams." |
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image = pipe(prompt).images[0] |
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``` |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/aihpi/flux-fashion-lora/tree/main) them in the Files & versions tab. |
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