Can RTX 4070 Ti SUPER run Stable Diffusion 3 Medium (GGUF)?

Yes — runs locally

~102 tok/sec · Instant — feels like typing. No noticeable delay.

Your VRAM

16 GB

Model size

2.5B

Best quant

Q8_0

VRAM needed

9.2 GB

The verdict

The RTX 4070 Ti SUPER (16 GB VRAM) handles Stable Diffusion 3 Medium (GGUF) comfortably using the Q8_0 quantization, which fits in 9.2 GB. Expected throughput is around 102 tokens/second, which feels Instant — feels like typing. No noticeable delay. in interactive use. SD 3 with MMDiT architecture. Superior text rendering.

How to run it

1. Install Ollama or LM Studio.
2. Pull the Q8_0 GGUF — best balance of quality and speed on 16 GB.
3. Start chatting. Expect ~102 tok/sec on first-token, faster after warmup.

See full Stable Diffusion 3 Medium (GGUF) setup →

Other models that run great on RTX 4070 Ti SUPER

FAQ (20)

What GPU do I need to run Stable Diffusion 3 Medium (GGUF)?

To run Stable Diffusion 3 Medium (GGUF), you need a GPU with at least 9.2 GB of VRAM. NVIDIA GPUs like the RTX 3060 or higher are recommended.

Is Stable Diffusion 3 Medium (GGUF) good for coding?

Stable Diffusion 3 Medium (GGUF) is primarily designed for generating images, not for coding tasks. It excels in text-to-image generation but is not suitable for programming assistance.

Stable Diffusion 3 Medium (GGUF) vs Llama 3.1 8B?

Stable Diffusion 3 Medium (GGUF) focuses on image generation, while Llama 3.1 8B is a language model. They serve different purposes and are not directly comparable.

Can I run Stable Diffusion 3 Medium (GGUF) on a Mac?

Yes, you can run Stable Diffusion 3 Medium (GGUF) on a Mac with a compatible GPU. Ensure your Mac has at least 9.2 GB of VRAM and the necessary drivers installed.

How much VRAM does Stable Diffusion 3 Medium (GGUF) need?

Stable Diffusion 3 Medium (GGUF) requires 9.2 GB of VRAM to run effectively. The VRAM requirement remains constant regardless of quantization level.

Is Stable Diffusion 3 Medium (GGUF) censored?

Stable Diffusion 3 Medium (GGUF) is not inherently censored, but it may include content filters to prevent the generation of inappropriate content. These filters can be adjusted based on user settings.

Is Stable Diffusion 3 Medium (GGUF) commercial-use allowed?

Stable Diffusion 3 Medium (GGUF) is licensed under the stability-community license, which generally allows commercial use. However, always review the specific terms of the license for any restrictions.

Stable Diffusion 3 Medium (GGUF) context length?

The context length for Stable Diffusion 3 Medium (GGUF) is currently unknown. This parameter typically affects the amount of text input the model can process.

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