Instructions to use lsmpp/kontextrefiner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use lsmpp/kontextrefiner with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("lsmpp/kontextrefiner", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Activation functions
Customized activation functions for supporting various models in 🤗 Diffusers.
GELU
[[autodoc]] models.activations.GELU
GEGLU
[[autodoc]] models.activations.GEGLU
ApproximateGELU
[[autodoc]] models.activations.ApproximateGELU
SwiGLU
[[autodoc]] models.activations.SwiGLU
FP32SiLU
[[autodoc]] models.activations.FP32SiLU
LinearActivation
[[autodoc]] models.activations.LinearActivation