D-Wave Quantum Proof of Concept (QPoC): aws.amazon.com/marketplace/pp… "explore selected optimization use cases through detailed problem discovery, problem definition, development of an initial prototype solution, & testing with representative sample data." $QBTS dwavesys.com

We proposed UPainting to unify simple and complex scene image generation. The model integrates cross-modal guidance into a text-conditional diffusion model. UPainting outperforms other models in caption similarity & image fidelity. More details: upainting.github.io

Deploying a 1.3B GPT-3 Model with NVIDIA NeMo Megatron: developer.nvidia.com/blog/deploying… "An end-to-end GPU-accelerated framework for training & deploying transformer-based LLMs up to a trillion parameters. Available in Open Beta, allowing you to train & deploy LLMs using your own data. "

All major neural networks, in one chart: bit.ly/2HB7tl9 v/The Asimov Institute

Google AI - Parti: parti.research.google "The 20B model especially excels at prompts that are abstract, require world knowledge, specific perspectives, or writing & symbol rendering." + Pathways Autoregressive Text-to-Image model + ViT-VQGAN, Lingvo, GSPMD, PartiPrompts (P2)

Cliff Pickover Rafael Araujo Midjourney on golden ratio