From-scratch diffusion models research repo. Implements DDPM, DDIM, ODE samplers, UNet with attention, LoRA, EMA, CFG, and original adaptive sampling research. Includes paper summaries, math derivations, benchmarks, and experiments.
machine-learning research deep-learning email pytorch image-generation lora unet research-engineering diffusion-models score-matching ddpm ddim generative-ai ode-samples
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Updated
Jul 24, 2026 - Jupyter Notebook