README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'movieboard, A black and white photograph of a man in a space suit is seen on a page of a magazine. The man is wearing a white helmet on his head, and is standing in a field of tall grass. The background of the photograph is a bright yellow circle, and the word "InterSTAR" is written in bold black letters at the top of the page. The number "20" is in the upper right corner of the frame.'
  output:
    url: images/MB1.png
- text: 'movieboard, a vibrant orange-brown poster is adorned with a black frame. The poster features a black figure of a robot, with the words "Iron Man" written in bold black letters at the top of the poster. The robot is facing to the right, with its arms outstretched. The backdrop is a stark white wall, with a textured black border. The bottom left corner of the frame has the number "08" in white letters.'
  output:
    url: images/MB2.png
- text: 'movieboard, Captured from a high-angle perspective on a white backdrop, a black framed poster is adorned with the words "SPIDER-MAN" in bold, black font. The poster features a black silhouette of a spider-man in a green jacket, blue pants, and red and white shoes. The man is jumping in the air, with his arms out to the side. His legs are bent at the knees, and his feet are crossed at the bottom of the frame. The backdrop is a light gray, with a white outline of a cityscape in the background. The text "into the Spider-Verse" is written in bold black font at the top of the poster. Below the poster, the date "1/2018" is printed in white font.'
  output:
    url: images/MB3.png
- text: 'movieboard, Captured on a white poster, a man in a gray jacket and black pants is holding a gray bag in his left hand. He is standing in front of a large red wave. Above the man, the word "Joker" is written in bold black letters. To the top left of the poster, there is a rainbow colored logo.'
  output:
    url: images/MB4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: movieboard
license: creativeml-openrail-m
---
# Flux.1-Dev-Movie-Boards-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/Flux.1-Dev-Movie-Boards-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           | 16 & 2100 |
| Epoch                     | 14    | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 11

## Best Dimensions

- 768 x 1024 (Best)
- 1024 x 1024 (Default)
    
## 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 = "prithivMLmods/Flux.1-Dev-Movie-Boards-LoRA"
trigger_word = "movieboard"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```

## Trigger words

You should use `movieboard` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Flux.1-Dev-Movie-Boards-LoRA/tree/main) them in the Files & versions tab.