Instructions to use argmaxinc/mlx-stable-diffusion-3-medium with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- DiffusionKit
How to use argmaxinc/mlx-stable-diffusion-3-medium with DiffusionKit:
# Pipeline for Stable Diffusion 3 from diffusionkit.mlx import DiffusionPipeline pipeline = DiffusionPipeline( shift=3.0, use_t5=False, model_version=argmaxinc/mlx-stable-diffusion-3-medium, low_memory_mode=True, a16=True, w16=True, )
# Image Generation HEIGHT = 512 WIDTH = 512 NUM_STEPS = 50 CFG_WEIGHT = 5 image, _ = pipeline.generate_image( "a photo of a cat", cfg_weight=CFG_WEIGHT, num_steps=NUM_STEPS, latent_size=(HEIGHT // 8, WIDTH // 8), )
- MLX
How to use argmaxinc/mlx-stable-diffusion-3-medium with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir mlx-stable-diffusion-3-medium argmaxinc/mlx-stable-diffusion-3-medium
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
| license: other | |
| license_name: stabilityai-nc-research-community | |
| license_link: >- | |
| https://huggingface.co/stabilityai/stable-diffusion-3-medium-diffusers/blob/main/LICENSE | |
| library_name: diffusionkit | |
| base_model: stabilityai/stable-diffusion-3-medium-diffusers | |
| tags: | |
| - text-to-image | |
| - image-generation | |
| - mlx | |
| inference: false | |
| language: | |
| - en | |
| # Stable Diffusion 3 Medium on DiffusionKit MLX! | |
| ## Check out the [original model](https://huggingface.co/stabilityai/stable-diffusion-3-medium-diffusers)! | |
| ## Check out the [DiffusionKit](https://github.com/argmaxinc/DiffusionKit) github repository! | |
|  | |
| # Usage | |
| - ## Create conda environment | |
| ```shell | |
| conda create -n diffusionkit python=3.11 -y | |
| conda activate diffusionkit | |
| pip install diffusionkit | |
| ``` | |
| - ## Run the cli command | |
| ```shell | |
| diffusionkit-cli --prompt "detailed cinematic dof render of a \ | |
| detailed MacBook Pro on a wooden desk in a dim room with items \ | |
| around, messy dirty room. On the screen are the letters 'SD3 on \ | |
| DiffusionKit' glowing softly. High detail hard surface render" \ | |
| --model-version argmaxinc/mlx-stable-diffusion-3-medium | |
| --height 768 \ | |
| --width 1360 \ | |
| --seed 1001 \ | |
| --step 50 \ | |
| --cfg 7 \ | |
| --output ~/Desktop/sd3_on_mac.png | |
| ``` |