Megatron-LM vs. Lapis

Megatron-LM is an advanced framework developed by NVIDIA for training large-scale transformer-based language models. It is designed to efficiently handle models with hundreds of billions of parameters by leveraging both model and data parallelism. Key Features and Functionality: - Scalability: Supports training models ranging from 2 billion to 462 billion parameters across thousands of GPUs, achieving up to 47% Model FLOP Utilization (MFU) on H100 clusters.

Lapis helps teams generate on-brand advertising creatives using AI. By using a company’s existing assets like logos, colors, fonts, and product images, Lapis produces image ads that match your brand’s visual identity and voice across Facebook, Instagram, WhatsApp, LinkedIn, and Google. Marketers can prompt Lapis in natural language to create, iterate, and export ad creatives in seconds, which gives them the ability to run experiments and A/B tests at scale.