Stable Diffusion 3.5 Large Turbo

Workflow

Safetensors / Checkpoint AI Model

base model stability ai stable diffusion 3.5 sd3.5

theally

11 months ago

Featured image #1 for Stable Diffusion 3.5 Large Turbo

Featured image #2 for Stable Diffusion 3.5 Large Turbo

Featured image #3 for Stable Diffusion 3.5 Large Turbo

Featured image #4 for Stable Diffusion 3.5 Large Turbo

This model was originally uploaded to HuggingFace / Civitai. If it's yours, please contact us so we can transfer it to your account!

Stable Diffusion 3.5 Large Turbo is a Multimodal Diffusion Transformer (MMDiT) text-to-image model with Adversarial Diffusion Distillation (ADD) that features improved performance in image quality, typography, complex prompt understanding, and resource-efficiency, with a focus on fewer inference steps.

Please note: This model is released under the Stability Community License. Visit Stability AI to learn or contact us for commercial licensing details.

Model Description

Developed by: Stability AI
Model type: MMDiT text-to-image generative model
Model Description: This model generates images based on text prompts. It is an ADD-distilled Multimodal Diffusion Transformer that use three fixed, pretrained text encoders, and with QK-normalization.

License

Community License: Free for research, non-commercial, and commercial use for organizations or individuals with less than $1M in total annual revenue. More details can be found in the Community License Agreement. Read more at https://stability.ai/license.
For individuals and organizations with annual revenue above $1M: Please contact us to get an Enterprise License.

Model Sources

For local or self-hosted use, we recommend ComfyUI for node-based UI inference, or diffusers or GitHub for programmatic use.

ComfyUI: Github, Example Workflow
Huggingface Space: Space
Diffusers: See below.
GitHub: GitHub.
API Endpoints:
- Stability AI API
- Deepinfra

Implementation Details

QK Normalization: Implements the QK normalization technique to improve training Stability.
Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling with 4 steps at high image quality.
Text Encoders：
- CLIPs: OpenCLIP-ViT/G, CLIP-ViT/L, context length 77 tokens
- T5: T5-xxl, context length 77/256 tokens at different stages of training
Training Data and Strategy:

This model was trained on a wide variety of data, including synthetic data and filtered publicly available data.

For more technical details of the original MMDiT architecture, please refer to the Research paper.

What is Stable Diffusion 3.5 Large Turbo?

Stable Diffusion 3.5 Large Turbo is a highly specialized Image generation AI Model of type Safetensors / Checkpoint AI Model created by AI community user theally. Derived from the powerful Stable Diffusion (SD 3.5) model, Stable Diffusion 3.5 Large Turbo has undergone an extensive fine-tuning process, leveraging the power of a dataset consisting of images generated by other AI models or user-contributed data. This fine-tuning process ensures that Stable Diffusion 3.5 Large Turbo is capable of generating images that are highly relevant to the specific use-cases it was designed for, such as base model, stability ai, stable diffusion 3.5.

With a rating of 0 and over 0 ratings, Stable Diffusion 3.5 Large Turbo is a popular choice among users for generating high-quality images from text prompts.

Can I download Stable Diffusion 3.5 Large Turbo?

Yes! You can download the latest version of Stable Diffusion 3.5 Large Turbo from here.

How to use Stable Diffusion 3.5 Large Turbo?

To use Stable Diffusion 3.5 Large Turbo, download the model checkpoint file and set up an UI for running Stable Diffusion models (for example, AUTOMATIC1111). Then, provide the model with a detailed text prompt to generate an image. Experiment with different prompts and settings to achieve the desired results. If this sounds a bit complicated, check out our initial guide to Stable Diffusion – it might be of help. And if you really want to dive deep into AI image generation and understand how set up AUTOMATIC1111 to use Safetensors / Checkpoint AI Models like Stable Diffusion 3.5 Large Turbo, check out our crash course in AI image generation.

Download (1.88 KB) Download available on desktop only

You'll need to use a program like A1111 to run this – learn how in our crash course