flux-RealismLora
Maintainer: XLabs-AI
568
📉
Property | Value |
---|---|
Run this model | Run on HuggingFace |
API spec | View on HuggingFace |
Github link | No Github link provided |
Paper link | No paper link provided |
Create account to get full access
Model overview
The flux-RealismLora
model, developed by XLabs-AI, is a checkpoint with trained LoRA photorealism for the FLUX.1-dev model by Black Forest Labs. This model aims to enhance the photorealistic capabilities of the FLUX.1-dev model through fine-tuning.
Similar models include the flux-lora-collection and flux-controlnet-canny by XLabs-AI, as well as the flux-dev-realism model by fofr, which also focus on improving the realism of the FLUX.1-dev model.
Model inputs and outputs
The flux-RealismLora
model takes text prompts as input and generates photorealistic images as output. The model has been fine-tuned on a dataset of images with corresponding text captions to improve its ability to generate realistic imagery based on textual descriptions.
Inputs
- Text prompt: A textual description of the desired image, such as "handsome girl in a suit covered with bold tattoos and holding a pistol. Animatrix illustration style, fantasy style, natural photo cinematic".
Outputs
- Image: A photorealistic image generated based on the input text prompt.
Capabilities
The flux-RealismLora
model excels at generating high-quality, photorealistic images based on detailed textual descriptions. The fine-tuning process has enhanced the model's ability to capture intricate visual details, realistic lighting and shading, and a natural, life-like appearance.
Examples of the model's capabilities include generating images of people, animals, buildings, and scenes with a high level of realism and attention to detail.
What can I use it for?
The flux-RealismLora
model can be particularly useful for applications that require photorealistic image generation, such as:
- Concept art and visualization for product design, architecture, and entertainment industries
- Augmented reality and virtual reality applications that require realistic digital assets
- Generating personalized, high-quality images for marketing, advertising, and e-commerce
- Enhancing the visual quality of AI-generated content for various applications
Things to try
One interesting aspect of the flux-RealismLora
model is its ability to generate images with a specific artistic style, such as "Animatrix illustration style" or "fantasy style", in addition to the photorealistic quality. Users can experiment with different stylistic prompts to see how the model translates textual descriptions into unique and visually compelling imagery.
Additionally, combining the flux-RealismLora
model with other AI-powered tools, such as ControlNet, can open up new possibilities for image generation and manipulation, allowing users to further refine and iterate on the photorealistic output.
This summary was produced with help from an AI and may contain inaccuracies - check out the links to read the original source documents!
Related Models
↗️
flux-lora-collection
343
The flux-lora-collection is a repository provided by XLabs-AI that offers trained LoRA (Lightweight Rank Adaptation) models for the FLUX.1-dev model developed by Black Forest Labs. LoRA is a technique used to fine-tune large language models with a smaller number of parameters, making them more efficient for specific tasks. This collection includes LoRA models for various styles and themes, such as a furry_lora model that can generate images of anthropomorphic animal characters. The repository also contains training details, dataset information, and example inference scripts to demonstrate the capabilities of these LoRA models. Model Inputs and Outputs Inputs Text prompts that describe the desired image content, such as "Female furry Pixie with text 'hello world'" LoRA model name and repository ID to specify the desired LoRA model to use Outputs Generated images based on the provided text prompts, utilizing the fine-tuned LoRA models Capabilities The flux-lora-collection models demonstrate the ability to generate high-quality, diverse images of anthropomorphic animal characters and other themes. The furry_lora model, for example, can produce vibrant and detailed images of furry characters, as shown in the example outputs. What Can I Use It For? The flux-lora-collection models can be useful for artists, content creators, and enthusiasts who are interested in generating images of anthropomorphic characters or exploring other thematic styles. These models can be integrated into text-to-image generation pipelines, allowing users to create unique and imaginative artwork with relative ease. Things to Try One interesting aspect of the flux-lora-collection models is the ability to fine-tune the level of detail in the generated images. By adjusting the LoRA scale slider, users can create images ranging from highly detailed to more abstract representations of the same prompt. Experimenting with this feature can lead to a wide variety of artistic expressions within the same thematic domain. Additionally, combining the flux-lora-collection models with other techniques, such as ControlNet or advanced prompting strategies, could unlock even more creative possibilities for users.
Updated Invalid Date
flux-dev-realism
333
The flux-dev-realism model is a variant of the FLUX.1-dev model, a powerful 12 billion parameter rectified flow transformer capable of generating high-quality images from text descriptions. This model has been further enhanced by XLabs-AI with their realism LORA, a technique for fine-tuning the model to produce more photorealistic outputs. Compared to the original FLUX.1-dev model, the flux-dev-realism model can generate images with a greater sense of realism and detail. Model inputs and outputs The flux-dev-realism model accepts a variety of inputs to control the generation process, including a text prompt, a seed value for reproducibility, the number of outputs to generate, the aspect ratio, the strength of the realism LORA, and the output format and quality. The model then generates one or more high-quality images that match the provided prompt. Inputs Prompt**: A text description of the desired output image Seed**: A value to set the random seed for reproducible results Num Outputs**: The number of images to generate (up to 4) Aspect Ratio**: The desired aspect ratio for the output images Lora Strength**: The strength of the realism LORA (0 to 2, with 0 disabling it) Output Format**: The format of the output images (e.g., WEBP) Output Quality**: The quality of the output images (0 to 100, with 100 being the highest) Outputs Image(s)**: One or more high-quality images matching the provided prompt Capabilities The flux-dev-realism model can generate a wide variety of photorealistic images, from portraits to landscapes to fantastical scenes. The realism LORA applied to the model helps to produce outputs with a greater sense of depth, texture, and overall visual fidelity compared to the original FLUX.1-dev model. The model can handle a broad range of prompts and styles, making it a versatile tool for creative applications. What can I use it for? The flux-dev-realism model is well-suited for a variety of creative and commercial applications, such as: Generating concept art or illustrations for games, films, or other media Producing stock photography or product images for commercial use Exploring ideas and inspirations for creative projects Visualizing scenarios or ideas for storytelling or world-building By leveraging the realism LORA, the flux-dev-realism model can help to bring your creative visions to life with a heightened sense of visual quality and authenticity. Things to try One interesting aspect of the flux-dev-realism model is its ability to seamlessly blend different artistic styles and genres within a single output. For example, you could try prompting the model to generate a "handsome girl in a suit covered with bold tattoos and holding a pistol, in the style of Animatrix and fantasy art with a cinematic, natural photo look." The results could be a striking, visually compelling image that combines elements of realism, animation, and speculative fiction. Another approach to explore would be to experiment with the LORA strength parameter, adjusting it to find the right balance between realism and stylization for your specific needs. By fine-tuning this setting, you can achieve a range of visual outcomes, from highly photorealistic to more fantastical or stylized.
Updated Invalid Date
🤯
FLUX.1-dev-LoRA-blended-realistic-illustration
132
The FLUX.1-dev-LoRA-blended-realistic-illustration model from Shakker-Labs is a LoRA (Vector Journey) trained model based on the FLUX.1-dev dataset. This model aims to generate blended realistic illustrations, where the foreground character is in an illustrated style while the background is more realistic. The model was trained by Muertu, and Shakker-Labs plans to share more details about the training dataset preparation soon. Similar models include the flux-RealismLora and flux-lora-collection from XLabs-AI, which also provide LoRA fine-tuning for the FLUX.1-dev model, but with a focus on photorealism and various artistic styles like anime, Disney, and scenery. Model inputs and outputs Inputs Text prompts that describe the desired image, including details about the subject, style, and environment. Outputs Realistic illustrations with a blend of cartoon-style characters and photorealistic backgrounds. Capabilities The FLUX.1-dev-LoRA-blended-realistic-illustration model can generate a wide range of blended realistic illustrations, as showcased in the examples provided in the model's description. The model is able to combine cartoonish human figures with detailed, photorealistic backgrounds, creating a unique and visually striking artistic style. What can I use it for? This model could be particularly useful for projects that require a mix of stylized and realistic elements, such as book covers, album art, concept art for games or films, or illustrations for magazines and publications. The ability to blend cartoon-style characters with realistic environments opens up new creative possibilities for artists and designers. Things to try One interesting aspect of this model is its ability to seamlessly integrate different visual elements, such as the foreground character and background, into a cohesive and harmonious composition. Users could experiment with prompts that challenge the model to blend various styles, subjects, and settings in unique and unexpected ways, pushing the boundaries of what is possible with blended realistic illustrations.
Updated Invalid Date
🖼️
FLUX.1-dev-LoRA-add-details
79
The FLUX.1-dev-LoRA-add-details model is a LoRA (Low-Rank Adaptation) trained on the FLUX.1-dev model by Shakker-Labs. This LoRA is specifically designed to enhance the realism and details of generated images, achieving natural-looking skin textures. The model was created by Dote. Similar models include the FLUX.1-dev-LoRA-blended-realistic-illustration model, which blends realistic and illustrated elements, and the FilmPortrait model, which enhances a classic film-like aesthetic. Model inputs and outputs The FLUX.1-dev-LoRA-add-details model takes text prompts as input and generates corresponding images. The model is capable of producing highly detailed, realistic-looking portraits and scenes. Inputs Text prompt**: A description of the desired image, such as "A beautiful woman, flim rendering". Outputs Generated image**: The model outputs a single high-resolution image (768x1024 pixels) based on the provided text prompt. Capabilities The FLUX.1-dev-LoRA-add-details model excels at generating realistic and detailed portraits and scenes. The LoRA adaptation enhances the natural appearance of skin textures and other fine details, resulting in a more polished and lifelike output compared to the original FLUX.1-dev model. What can I use it for? The FLUX.1-dev-LoRA-add-details model can be useful for a variety of applications, such as: Portrait generation**: The model can create realistic and detailed portraits of people, which can be used for various creative projects or as reference material for artists. Illustration enhancement**: The model's ability to add realism and fine details can be used to enhance the quality and visual appeal of illustrated images. Concept art and visualizations**: The model can generate high-quality images that can be used as concept art or visual aids in various industries, such as game development, film production, or product design. Things to try One interesting aspect of the FLUX.1-dev-LoRA-add-details model is its ability to generate images with a range of realism. By adjusting the LoRA scale, you can create outputs that vary from more subtle, natural-looking details to more pronounced, enhanced details. Experimenting with different scale values can lead to a variety of stylistic results, allowing you to find the right balance for your specific needs. Additionally, you can try combining this LoRA with other Flux-based models or techniques, such as the FLUX.1-dev-LoRA-blended-realistic-illustration model, to explore different artistic styles and compositions.
Updated Invalid Date