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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: 'Clouds Illusion, a vibrant green tree stands out against a backdrop of a blue sky dotted with fluffy white clouds. The trees trunk is adorned with a thick layer of green leaves, adding a touch of nature to the scene. The leaves are a mix of green and yellow, while the roots of the tree are a darker darker green. The trunk is encircled by a series of brown vines, adding depth to the composition. The sky is a deep blue, with a few wispy clouds in the distance.' |
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output: |
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url: images/CI1.png |
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- text: 'Clouds Illusion, a whimsical bicycle is adorned with a vibrant array of vibrant colors, adding a pop of color to the scene. The bicycles frame is adorned in a variety of hues of red, yellow, green, and blue, creating a striking contrast against the backdrop of the bicycle and the sky. The sky is a deep blue, with a few wispy white clouds dotting the horizon.' |
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output: |
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url: images/CI2.png |
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- text: 'Clouds Illusion, A drawing of an man made out of Mountains, with a blue sky background, in the style of Stylized llustration, with soft pastel colors, pop art ' |
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output: |
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url: images/CI3.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Clouds Illusion |
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license: creativeml-openrail-m |
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--- |
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# Clouds-Illusion-Flux-LoRA |
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<Gallery /> |
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- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC |
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**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.** |
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## Model description |
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**prithivMLmods/Clouds-Illusion-Flux-LoRA** |
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Image Processing Parameters |
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| Parameter | Value | Parameter | Value | |
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|---------------------------|--------|---------------------------|--------| |
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| LR Scheduler | constant | Noise Offset | 0.03 | |
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| Optimizer | AdamW | Multires Noise Discount | 0.1 | |
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| Network Dim | 64 | Multires Noise Iterations | 10 | |
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| Network Alpha | 32 | Repeat & Steps | 25 & 2.5K| |
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| Epoch | 10 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 16 [ Hi-RES ] |
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## Best Dimensions |
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- 1024 x 1024 (Default) |
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## Setting Up |
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``` |
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import torch |
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from pipelines import DiffusionPipeline |
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base_model = "black-forest-labs/FLUX.1-dev" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "prithivMLmods/Clouds-Illusion-Flux-LoRA" |
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trigger_word = "Clouds Illusion" |
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pipe.load_lora_weights(lora_repo) |
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device = torch.device("cuda") |
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pipe.to(device) |
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``` |
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## Data source |
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- https://freeflo.ai/ |
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## Trigger words |
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You should use `Clouds Illusion` to trigger the image generation. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/prithivMLmods/Clouds-Illusion-Flux-LoRA/tree/main) them in the Files & versions tab. |
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