Training and Agentic Inference Strategies for LLM-based Manim Animation Generation

Ravidu Suien Rammuni Silva, Ahmad Lotfi, Isibor Kennedy Ihianle +2

Generating programmatic animation using libraries such as Manim presents unique challenges for Large Language Models (LLMs), requiring spatial reasoning, temporal sequencing, and f…