Member of Technical Staff - Image / Video Generation

Training large scale Diffusion models for image and video data. Finetuning Diffusion models for applications like upscalers and in/out painting models. Deep understanding of evaluating image and video generative models. Strong proficiency in PyTorch and other NN architectures. Understanding of training techniques such as FSDP, low precision training, and model parallelism.

Training large scale Diffusion (transformer) models for image and video. Rigorously ablating design choices and communicating results & decisions with the broader team. Reasoning about the speed and quality trade-offs of neural network architectures.