Canopus-Snoopy-Charlie-Brown-Flux-LoRA Open-Source Model - Free Generation of Snoopy and Charlie Brown Cartoon Images

Canopus Snoopy Charlie Brown Flux LoRA

Developed by prithivMLmods

This is a LoRA fine-tuned version based on the FLUX.1-dev model, specifically designed for generating cartoon-style images related to Snoopy and Charlie Brown.

Image Generation OtherOpen Source License:Openrail #Cartoon Character Generation #Stable Diffusion Fine-tuning #Art Style Rendering

Downloads 66

Release Time : 9/8/2024

Model Overview

The model fine-tunes the base model using LoRA technology, focusing on generating cartoon images of Snoopy and Charlie Brown, and supports image generation in various scenarios.

Model Features

Cartoon Style Generation

Optimized specifically for generating cartoon images of Snoopy and Charlie Brown.

Multi-Scene Support

Supports generating images in different backgrounds and scenarios, such as daytime, nighttime, space, etc.

LoRA Fine-tuning

Uses LoRA technology for efficient fine-tuning of the base model.

Model Capabilities

Cartoon Image Generation

Multi-Scene Image Generation

Specific Character Generation

Use Cases

Art Creation

Cartoon Illustration Creation

Generate illustrations of Snoopy and Charlie Brown in different scenarios.

High-quality cartoon-style images.

Personalized Content Creation

Generate customized images of Snoopy and Charlie Brown based on user descriptions.

Images that meet personalized needs.

🚀 Snoopy-Charlie-Brown-Flux-LoRA

This LoRA model is designed to generate images featuring Snoopy and Charlie Brown in various scenarios using the base model FLUX.1-dev.

🚀 Quick Start

Model 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/Canopus-Snoopy-Charlie-Brown-Flux-LoRA"
trigger_word = "Snoopy Charlie Brown"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

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

Image Generation

You should use Snoopy Charlie Brown to trigger the image generation.

✨ Features

Training in Progress: The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
Specific Style Generation: Can generate images of Snoopy and Charlie Brown in different styles and scenarios.

📚 Documentation

Model description

prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW8bit	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	25 & 1.7K+
Epoch	20	Save Every N Epochs	1

Labeling

florence2-en(natural language & English)

Training Data

Total Images Used for Training : 100+ [ Hi-RES ]

Trigger prompts

A black ford mustang parked in the parking lot, in the style of futurism influence, uhd image, furaffinity, focus, street photography, thin steel forms, 32k uhd --ar 2:3 --v 5
Ferrari car f3 458 tt, in the style of liam wong, fujifilm x-t4, multiple exposure, tsubasa nakai, uhd image, pinturicchio, crimson --ar 16:9 --v 5.2
Bugatti Veyron in cobalt blue metallic, high detail, octane render, 8k

Prompt Parameters

Parameter	Value
Prompt	Bugatti Veyron in cobalt blue metallic, high detail, octane render, 8k
Sampler	euler

📄 License

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

💻 Download model

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

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