Unlocking the Potential of Realistic Models in Stable Diffusion
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The Top Realistic Models for Stable Diffusion
When it comes to Stable Diffusion, relying solely on the official 1.5 or 2.1 models for image creation isn't necessary. Many users often download extensive files from Civitai, accumulating hundreds of gigabytes.
However, sifting through countless models on Civitai for individual downloads and tests can be a tedious process. Below are three checkpoint models that I strongly recommend for producing realistic images.
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SDXL Models: Enhanced Capabilities Beyond SD 1.5
Note: Please be cautious when accessing certain download links, as they may contain adult content.
ChilloutMix
To start, ChilloutMix is a well-regarded checkpoint model designed for crafting images of stunning women. This model is trained on data sourced from Japanese and Korean celebrities, resulting in visuals that capture their appealing features. Although this checkpoint is pruned, it does not necessitate a VAE and can be directly placed in the Stable-Diffusion-WEBUI/models/Stable-diffusion directory.
For negative prompts, the EasyNegative model can be employed for optimal results. Furthermore, pairing it with LoRA can enhance the output quality. If you find ChilloutMix repetitive, consider adding Cute_girl_mix4, a LoRA model trained on samples from Chinese TikTok, which yields images reflecting Chinese aesthetics. ChilloutMix excels in generating images depicting Asian beauties.
Deliberate
This checkpoint model is tailored for creating realistic scenes set in Europe and America. It is also adept at producing 2.5D characters. The generated images exhibit intricate details and rich backgrounds, making them ideal for crafting lifelike representations of people and objects from these regions.
Additionally, this model includes a specialized version for inpainting tasks. The EasyNegative model can be effectively utilized for negative prompts. A convenient option for creating images with a dark, cinematic feel can be found in the accompanying LoRA from the same author. Deliberate is particularly effective for generating visuals of European and American beauties.
Realistic Vision
This checkpoint model is known for its high degree of realism, producing images that closely mimic photographs. It is suitable for generating visuals of humans, real objects, animals, and architecture. The author suggests using it alongside a VAE to enhance the overall quality. Simply download the VAE checkpoint model and place it in the Stable-Diffusion-WEBUI/models/VAE/ folder.
Similar to the other models, negative prompts can be effectively combined with EasyNegative. Additionally, the LoRA model for generating human characters can yield impressive results. Realistic Vision is versatile enough to create images in any realistic style.
Comparative Analysis of Checkpoint Models
To illustrate the capabilities of these models, let's compare the outcomes using the same prompt and ControlNet.
Prompt: 1 girl, (pink medium long hair), (white shirt), (satin skinny tie in black), medium full shot, from below, looking at viewer, music headset, beautiful face, detailed eyes, detailed hair, wind, masterpiece, best quality, high resolution, intricate details, cinematic lighting, bokeh, depth of field, 8k, HDR, realism photo.
Negative Prompt: easynegative, bad-hands-5
Using the prompt "1 girl" without additional specifics allows you to choose the most suitable checkpoint model based on your unique requirements and preferences. If you are interested in Anime Style checkpoints, there are also options available.