metadata

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

Prompt
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.

Prompt
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.

Prompt
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.

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 🧨

Trigger words: You should use happy halloween to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.