Update README.md

README.md

@@ -29,55 +29,6 @@ You can use Shuttle 3 Diffusion via API through ShuttleAI
 - [ShuttleAI](https://shuttleai.com/)
 - [ShuttleAI Docs](https://docs.shuttleai.com/)
 
-## Using the model with 🧨 Diffusers
-Install or upgrade diffusers
-```shell
-pip install -U diffusers
-```
-Then you can use `DiffusionPipeline` to run the model
-```python
-import torch
-from diffusers import DiffusionPipeline
-
-# Load the diffusion pipeline from a pretrained model, using bfloat16 for tensor types.
-pipe = DiffusionPipeline.from_pretrained(
-    "shuttleai/shuttle-3-diffusion", torch_dtype=torch.bfloat16
-).to("cuda")
-
-# Uncomment the following line to save VRAM by offloading the model to CPU if needed.
-# pipe.enable_model_cpu_offload()
-
-# Uncomment the lines below to enable torch.compile for potential performance boosts on compatible GPUs.
-# Note that this can increase loading times considerably.
-# pipe.transformer.to(memory_format=torch.channels_last)
-# pipe.transformer = torch.compile(
-#     pipe.transformer, mode="max-autotune", fullgraph=True
-# )
-
-# Set your prompt for image generation.
-prompt = "A cat holding a sign that says hello world"
-
-# Generate the image using the diffusion pipeline.
-image = pipe(
-    prompt,
-    height=1024,
-    width=1024,
-    guidance_scale=3.5,
-    num_inference_steps=4,
-    max_sequence_length=256,
-    # Uncomment the line below to use a manual seed for reproducible results.
-    # generator=torch.Generator("cpu").manual_seed(0)
-).images[0]
-
-# Save the generated image.
-image.save("shuttle.png")
-```
-To learn more check out the [diffusers](https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux) documentation
-
-## Using the model with ComfyUI
-
-To run local inference with Shuttle 3 Diffusion using [ComfyUI](https://github.com/comfyanonymous/ComfyUI), you can use this [safetensors file](https://huggingface.co/shuttleai/shuttle-3-diffusion/blob/main/shuttle-3-diffusion.safetensors).
-
 ## Comparison to other models
 Shuttle 3 Diffusion can produce images better images than Flux Dev in just four steps, while being licensed under Apache 2.
 ![image/png](https://huggingface.co/shuttleai/shuttle-3-diffusion/resolve/main/comparison.png)