---
license: other
license_name: stabilityai-ai-community
license_link: >-
  https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md
tags:
- text-to-image
- stable-diffusion
---
# RealVis Medium - Model for Realistic and Photorealistic Image Generation

# Overview
**RealVis Medium** is a fine-tuned model with a focus on generating high-quality realistic and photorealistic images, based on **SD3.5 Medium**.

> [!WARNING]
> **Warning:**  This is not the final version of the model. Work on improving the model is still ongoing.

> ### You can support me directly on my <a href="https://boosty.to/sg_161222" style="color: #F15F2C"><b>Boosty</b></a>

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<hr>

# Example Images

[Example 1](examples/example_1.png), [Example 2](examples/example_2.png), [Example 3](examples/example_3.png), [Example 4](examples/example_4.png), [Example 5](examples/example_5.png)

<hr>

# How to Use

**For ComfyUI**

Download all necessary model files and move them to the following paths:

- From **text_encoders** folder, the files **clip_g.safetensors**, **clip_l.safetensors**, **t5xxl_fp16.safetensors**, or **t5xxl_fp8_e4m3fn.safetensors** to the location **ComfyUI\models\clip**

- From **transformer** folder, the file **diffusion_pytorch_model.safetensors** to the location **ComfyUI\models\unet**

- From **vae** folder, the file **diffusion_pytorch_model.safetensors** to the location **ComfyUI\models\vae**

Additionally, the repository contains two workflows for use in **ComfyUI**: [RealVis Medium 1.0b Basic Workflow](RealVis_Medium_1.0b_example_workflow.json), [RealVis Medium 1.0b Basic Workflow with Skip Layer Guidance](RealVis_Medium_1.0b_example_workflow_with_Skip_Layer_Guidance.json)

<hr>

# Usage & Limitations
- While this model can handle long prompts, you may observe artifacts on the edge of generations when T5 tokens go over 256. Pay attention to the token limits when using this model in your workflow, and shortern prompts if artifacts becomes too obvious.
- The medium model has a different training data distribution than the large model, so it may not respond to the same prompt similarly.
- We recommend sampling with **[Skip Layer Guidance](https://github.com/comfyanonymous/ComfyUI/pull/5404)** for better structure and anatomy coherency.