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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- 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.'
output:
url: images/1.png
- 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.'
output:
url: images/2.png
- 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.'
output:
url: images/3.png
- 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.'
output:
url: images/4.png
- 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.'
output:
url: images/5.png
- 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.'
output:
url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Icon Kit
license: creativeml-openrail-m
---
<Gallery />
# Model description for Flux-Icon-Kit-LoRA
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---------------------------|--------|---------------------------|--------|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat & Steps | 25 & 3100 |
| Epoch | 20 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 40 [ Raw 8-bit ]
## Best Dimensions & Inference
| **Dimensions** | **Aspect Ratio** | **Recommendation** |
|-----------------|------------------|---------------------------|
| 1280 x 832 | 3:2 | Best |
| 1024 x 1024 | 1:1 | Default |
### Inference Range
- **Recommended Inference Steps:** 30–35
## Setting Up
```python
import torch
from pipelines import DiffusionPipeline
base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
lora_repo = "strangerzonehf/Flux-Icon-Kit-LoRA"
trigger_word = "Icon Kit"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Trigger words
You should use `Icon Kit` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/strangerzonehf/Flux-Icon-Kit-LoRA/tree/main) them in the Files & versions tab.
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