vintage-ads-flux Open-source Text-to-Image Model - Generate Vintage-style Advertising Images Based on Text

Vintage Ads Flux

Developed by multimodalart

A text-to-image generation model trained on public domain vintage advertisements, capable of generating retro-style ad images based on text prompts.

Text-to-Image OtherOpen Source License:Other #Vintage Ad Generation #Text-to-Image Conversion #LoRA Fine-Tuning

Downloads 1,426

Release Time : 8/26/2024

Model Overview

This model is based on a diffusion model architecture, trained with Low-Rank Adaptation (LoRA) technology, specifically designed to generate images with a vintage advertising style. Users can create various retro ad-style visual effects through text prompts.

Model Features

Vintage Style Generation

Specially trained to generate images with vintage ad styles, accurately capturing the visual elements of retro design.

Text Prompt Control

Generate vintage ad images that meet requirements through detailed text descriptions.

Low-Rank Adaptation Technology

Uses LoRA technology to fine-tune the base model, improving training efficiency while maintaining generation quality.

Model Capabilities

Generate images from text

Vintage style transformation

Ad design generation

Brand element integration

Use Cases

Creative Design

Vintage Ad Design

Create retro-style ad images for modern products or brands.

Generate visual effects with mid-20th-century advertising styles.

Concept Visualization

Quickly visualize retro-style advertising concepts.

Help designers and marketers with rapid prototyping.

Content Creation

Social Media Content

Create eye-catching retro-style content for social media.

Generate visually appealing nostalgic content.

🚀 Vintage Ads Flux

This project is a text - to - image model that generates vintage ads. It is trained on public - domain vintage ads and can be triggered with specific prompt words.

✨ Features

Tags: flux, text - to - image, lora, diffusers, fal
Base Model: black - forest - labs/FLUX.1 - dev
Instance Prompt: a vintage ad of

📦 Installation

No installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

You should use a vintage ad of to trigger the image generation. For example:

A vintage ad of a roomba robot while a person on the couch vntgads, it reads "I clean, you chill", "roomba" brand on the bottom right

Advanced Usage

There is no advanced usage example in the original document.

📚 Documentation

Model Description

The model is trained on public domain Vintage Ads.

Trigger Words

Use a vintage ad of to trigger the image generation.

Download Model

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

Training at fal.ai

Training was done using fal.ai/models/fal-ai/flux-lora-general-training.

Information Table

Property	Details
Model Type	Text - to - Image
Training Data	multimodalart/vintage - ads

Gallery

The model can generate various vintage ads. Here are some examples:

Prompt	Output Image
A vintage ad of a roomba robot while a person on the couch vntgads, it reads "I clean, you chill", "roomba" brand on the bottom right	samples/j_XNU6Oe0mgttyvf9uPb3_dc244dd3d6c246b4aff8351444868d66.png
a vintage ad with a woman wearing a VR headset with an apple logo and laughing, vtgads; it reads "Vision Pro" on the top and "escape the real world" in the bottom	samples/89XhAeDdYRGAYvBMLkBhc_803a8764d5a04cdd9c9d008d3d14272b.png
a vintage ad illustrating a cute Hugging Face emoji giving a talk to other emojis, it reads "Hugging Face" on top and "join the community" on the bottom	samples/BV0fi30jybwMKs--hAAQl_968329383e3748bdbbf54c90e55ddd83.png
a vintage ad of Twitter, the twitter bird with a speech baloon that reads "I will never be X"	samples/-FMpgla6rQ1hBwBpbr-Ao_da7b23c29de14a9cad94901879ae2e2b.png
a vintage ad illustrating istambul skyline and a tabby cat on the foreground; it reads "come to istambul, we have cats!"	samples/fvpUmQ1Lx2aogKF35XrpR_286be86aa96f4bc4ab6f37eb0a04b914.png
a vintage ad of neuralink, a person with a brain computer implant, vtgads; it reads "neuralink" on the top and "if you can't defeat the AI, join it!"	samples/jAq9FSh7s0OxEzU5qYaIa_f57fd771a4c045c08afa9a11b0506ff4.png

📄 License

License: other
License Name: flux - 1 - dev - non - commercial - license
License Link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md

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