Apple's Stealth AI Code Generator: DiffuCode Leaps Forward

Apple quietly dropped DiffuCode-7B-cpGRPO, a novel AI code generation model on Hugging Face. Unlike traditional autoregressive LLMs, DiffuCode uses a diffusion model architecture, enabling parallel processing of multiple code chunks for significantly faster generation. Built upon Alibaba's open-source Qwen2.5-7B and enhanced with coupled-GRPO training, it achieves high-quality code generation. While not yet reaching GPT-4 or Gemini Diffusion levels, DiffuCode shows promising performance on coding benchmarks, showcasing Apple's innovative approach to generative AI.