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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: 'Icon Kit, An animated image of a yellow and purple jar. The jar has a white lightning bolt on it. The background is a bright blue.' |
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output: |
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url: images/1.png |
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- text: 'Icon Kit, An eye-level view of a vibrant orange jack-o-lantern against a backdrop of a deep blue sky. The pumpkins face is angled towards the left, with a black outline around it. The eyes are squinted with white lines, creating a striking contrast with the orange and yellow of the pumpkin. The orange is adorned with black lines, adding a pop of color to the scene.' |
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output: |
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url: images/2.png |
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- text: 'Icon Kit, An animated image of a red canister with a black cap on the top. The canister has a black stripe on the side and a yellow hose attached to the cap. The background is a bright blue color.' |
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output: |
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url: images/3.png |
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- text: 'Icon Kit, Captured from a low-angle perspective on a vibrant blue backdrop, a black and white graphic is depicted in the center of the frame. The graphic features a black round object with a white outline of a skull in the middle of it. The skull has three black circles around it, and a black circle around it. A small orange carrot is sticking out of the top of the object, adding a pop of color to the scene.' |
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output: |
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url: images/4.png |
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- text: 'Icon Kit, An animated image of a rustic brown leather satchel with a brass buckle. The bag has a small green vine growing out of its side pocket. The background is a gradient of light green and beige, adding an earthy vibe.' |
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output: |
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url: images/5.png |
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- text: 'Icon Kit, A side-view animated image of a flaming red and orange torch with flickering flames. The handle is wooden with black iron bands. The background is a dark, smoky gray, making the flames stand out vividly.' |
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output: |
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url: images/6.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Icon Kit |
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license: creativeml-openrail-m |
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--- |
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<Gallery /> |
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# Model description for Flux-Icon-Kit-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 & 3100 | |
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| Epoch | 20 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 40 [ Raw 8-bit ] |
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## Best Dimensions & Inference |
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| **Dimensions** | **Aspect Ratio** | **Recommendation** | |
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|-----------------|------------------|---------------------------| |
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| 1280 x 832 | 3:2 | Best | |
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| 1024 x 1024 | 1:1 | Default | |
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### Inference Range |
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- **Recommended Inference Steps:** 30–35 |
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## Setting Up |
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```python |
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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 = "strangerzonehf/Flux-Icon-Kit-LoRA" |
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trigger_word = "Icon Kit" |
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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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## Trigger words |
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You should use `Icon Kit` 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](/strangerzonehf/Flux-Icon-Kit-LoRA/tree/main) them in the Files & versions tab. |
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--- |
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