GENERATIVE AI

Beyond Language Models

Diffusion Models

Stable Diffusion, DALL-E 3, Midjourney architecture

Latent Space CLIP Guidance

Multimodal AI

Flamingo, GATO, and cross-modal understanding

CLIP Perceiver IO

Embodied AI

Robotic control systems with generative models

RT-X PaLM-E

Bias Mitigation

Debiasing techniques and fairness metrics


# Generate image with Stable Diffusion
from diffusers import StableDiffusionPipeline

pipe = StableDiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2")
image = pipe("cyberpunk neural network visualization").images[0]