As an open-source avatar generator, LongCat1.5 creates lip-synced talking videos from one picture and audio for humans, cartoons and pets. Optimized encoder and sampling enable fast run on 8G VRAM, supporting multi-character dialogue and video continuation for bulk short-video production.