Flux Meme Xd LoRA

🚀 F-Meme.FLUX.1-Dev

This model is a text - to - image model that can generate various meme - style images. It is currently in the training phase, and the final performance is yet to be optimized.

🚀 Quick Start

Installation and Setup

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/F-Meme"
trigger_word = "meme"  
pipe.load_lora_weights(lora_repo)

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

Trigger Words

You should use meme to trigger the image generation.

Download Model

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

✨ Features

• Text - to - Image Generation: Generate meme - style images based on text prompts.
• LoRA Integration: Utilize LoRA technology for more efficient model training and adaptation.

📦 Installation

The installation steps mainly involve setting up the Python environment and loading the model and LoRA weights, as shown in the "Quick Start" section.

💻 Usage Examples

Basic Usage

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/F-Meme"
trigger_word = "meme"  
pipe.load_lora_weights(lora_repo)

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

# Example prompt
prompt = "meme, A medium-sized painting of a white T-rex in the middle of a dark, stormy night. The t-rex is facing towards the left side of the frame, its head turned towards the right. Its mouth is open, revealing its sharp teeth. A rooster is standing in the foreground of the painting, with a red cap on its head. The roosters head is turned to the right, and the word 'Remember who you are' is written in white text above it. The background is a deep blue, with dark gray clouds and a crescent moon in the upper left corner of the image. There are mountains in the background, and a few other animals can be seen in the lower right corner."
image = pipe(prompt).images[0]
image.show()

📚 Documentation

Model Description

prithivMLmods/F-Meme

Image Processing Parameters

Labeling: florence2 - en(natural language & English)

Total Images Used for Training : 10

Best Dimensions

• 768 x 1024 (Best)
• 1024 x 1024 (Default)

📄 License

This model is licensed under the creativeml - openrail - m license.

⚠️ Important Note

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.