Frames2-Flex.1 Open-source Image Generation Model - Free Deployment to Generate High-quality Background Images

Frames2 Flex.1

Developed by Cossale

LoRA adapter trained based on the Flex.1-alpha model, specializing in generating high-quality background images

Text-to-Image Open Source License:Openrail #Scenic Art Generation #Low-Rank Adaptation Rendering #Game Scene Stylization

Downloads 99

Release Time : 1/22/2025

Model Overview

This model is a text-to-image generation model based on Low-Rank Adaptation (LoRA) technology, particularly adept at generating various styles of background scenes, such as mountains, sunsets, lakes, and other natural landscapes.

Model Features

Dynamic Rendering Capability

Can dynamically render various complex background scenes based on text prompts

Art Style Adaptation

Supports image generation in specific art styles (e.g., 'Firewatch' style)

Color Control

Allows precise control of scene color schemes and atmospheres through prompts

Model Capabilities

Text-to-Image Generation

Art Style Transformation

Scene Atmosphere Control

Natural Landscape Generation

Use Cases

Digital Art Creation

Game Background Design

Quickly generate game scene backgrounds in various styles

Can generate low-poly scenes in styles like 'Firewatch'

Concept Art Creation

Provides inspiration for illustrations and concept art

Can generate concept art with specific atmospheres and color schemes

Visual Content Production

Social Media Graphics

Create attractive background images for social media content

Can generate magnificent landscapes like sunsets and mountains

🚀 backdrops_v2

A model trained with AI Toolkit by Ostris, capable of generating high - quality text - to - image results.

🚀 Quick Start

Model Information

Property	Details
Model Type	text - to - image, flux, lora, diffusers
Base Model	ostris/Flex.1 - alpha
License	creativeml - openrail - m

Widget Examples

The following are some examples of text inputs and their corresponding generated image outputs:

Input: FRM$ a majestic mountain range with snow - capped peaks in the background, illuminated by the setting sun. The sky is a beautiful mix of oranges, pinks, and purples, creating a stunning backdrop for the majestic peaks. Output: samples/1737567430393__000005000_0.jpg
Input: FRM$ a river flowing near a mountain and plains land, firewatch style, watch tower on mountain, purplish dominant color, animals Output: samples/1737567451430__000005000_1.jpg
Input: FRM$ a breathtaking view of the Great Smoky Mountains from the top of a mountain at sunset. The sky is a beautiful mix of oranges, pinks, and purples, and the clouds are illuminated by the setting sun. The mountains are silhouetted against the sky, creating a stunning landscape. Output: samples/1737567472380__000005000_2.jpg
Input: FRM$ a small, secluded lake nestled amidst a valley of stylized, low - poly mountains, reminiscent of the Firewatch art style. A simple wooden watchtower overlooks the lake, its silhouette sharp against the warm, orange and pink hues of a sunset sky. A small herd of deer graze peacefully near the lakeshore. The overall scene should evoke a sense of tranquility and isolation, with a vibrant yet slightly muted color palette. Output: samples/1737567493341__000005000_3.jpg

✨ Features

No Trigger Words: There are no trigger words defined for this model, making it more flexible to use.
Multiple Platform Compatibility: The model weights are available in Safetensors format and can be used with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.

📦 Installation

Weights for this model are available in Safetensors format. You can [Download](/Cossale/Frames - Flex2/tree/main) them in the Files & versions tab.

💻 Usage Examples

Basic Usage

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('ostris/Flex.1-alpha', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('Cossale/Frames-Flex2', weight_name='backdrops_v2.safetensors')
image = pipeline('FRM$ a majestic mountain range with snow-capped peaks in the background, illuminated by the setting sun. The sky is a beautiful mix of oranges, pinks, and purples, creating a stunning backdrop for the majestic peaks.').images[0]
image.save("my_image.png")

Advanced Usage

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

📄 License

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

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