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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'happy halloween, An animated image of a black bat sitting on top of a jack-o-lantern. The background is a vibrant orange, and there are white ghosts in the background. Above the bat, there is a text that reads "HAPPY HALLOWEEN" in black letters. The bat has a black face with yellow eyes and a black tail.'
output:
url: images/hw1.webp
- text: 'happy halloween, Captured at eye-level on a vibrant day, a spooky Halloween scene features a jack-o-lantern in the center of the frame, adorned with a pointed black hat. The pumpkins face is glowing with glowing orange lights, adding a touch of warmth to the scene. The scene is set in a field of tall, dry grass, with tall twigs sticking out of the ground. In the background, a forest of tall trees can be seen, adding depth to the composition.'
output:
url: images/hw2.webp
- text: 'At the edge of a foggy graveyard, a Halloween scene unfolds with a lone carved pumpkin resting on a stone bench, its face glowing with flickering candlelight. The pumpkin sits beside a cluster of dried flowers, and a ghostly white sheet flutters from a nearby tree branch. A row of aged tombstones stretches into the background, partially hidden by the mist that blankets the ground, giving the scene an eerie and timeless atmosphere.'
output:
url: images/hw3.webp
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: happy halloween
license: creativeml-openrail-m
---
# Castor-Happy-Halloween-Flux-LoRA
<Gallery />
**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
## Model description
**prithivMLmods/Castor-Happy-Halloween-Flux-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 | 20 & 1400 |
| Epoch | 12 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 19
## Setting Up
```
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 = "prithivMLmods/Castor-Happy-Halloween-Flux-LoRA"
trigger_word = "happy halloween" # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## App File Structure
/project-root/
├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py
# Best Dimensions
- 512 X 512
- 1024 X 1024
- 768 X 1024
## Trigger words 🧨
> [!WARNING]
> **Trigger words:** You should use `happy halloween` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/prithivMLmods/Castor-Happy-Halloween-Flux-LoRA/tree/main) them in the Files & versions tab.
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