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---
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tags:
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- text-to-image
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- flux
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- lora
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- diffusers
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- template:sd-lora
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- ai-toolkit
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widget:
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- text: A sophisticated toy poodle with apricot-colored fur, expertly groomed into
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a round teddy bear cut, wearing a lime green silk bow tie, lounging in a French
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garden conservatory, soft bokeh background with blooming blue hydrangeas,
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professional portrait lighting, shallow depth of field, shot on Canon EOS
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R5, marbles_hk
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output:
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url: samples/1729837920462__000001200_0.jpg
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- text: Whimsical portrait of a miniature poodle as a Victorian aristocrat, fluffy
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cream-colored coat perfectly styled, emerald silk bow at neck, reclining on
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a velvet fainting couch, surrounded by English cottage garden flowers, dreamy
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afternoon light, studio photography, f/2.8 aperture, marbles_hk
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output:
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url: samples/1729837951296__000001200_1.jpg
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- text: 'High-fashion pet editorial: caramel-toned toy poodle with cloud-like fur
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texture, sporting a spring green designer bow, posed against an impressionist
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garden backdrop, blue hydrangeas adding pop of color, soft natural lighting
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with gentle shadows, magazine-style composition, shot on medium format digital,
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marbles_hk'
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output:
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url: samples/1729837982097__000001200_2.jpg
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base_model: black-forest-labs/FLUX.1-dev
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instance_prompt: marbles_hk
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license: other
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license_name: flux-1-dev-non-commercial-license
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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---
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# marbles
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Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
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<Gallery />
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## Trigger words
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You should use `marbles_hk` to trigger the image generation.
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## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
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Weights for this model are available in Safetensors format.
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[Download](/chau9ho/marbles/tree/main) them in the Files & versions tab.
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## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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```py
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from diffusers import AutoPipelineForText2Image
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import torch
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pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
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pipeline.load_lora_weights('chau9ho/marbles', weight_name='marbles.safetensors')
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image = pipeline('A sophisticated toy poodle with apricot-colored fur, expertly groomed into a round teddy bear cut, wearing a lime green silk bow tie, lounging in a French garden conservatory, soft bokeh background with blooming blue hydrangeas, professional portrait lighting, shallow depth of field, shot on Canon EOS R5, marbles_hk').images[0]
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image.save("my_image.png")
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```
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For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
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