POLARIS: Guiding Small Models to Write Long Stories
Paper • 2606.04095 • Published
Long-form story generation with RL on Qwen3.5-9B (POLARIS-9B), its no-HRI ablation and the prompts. Code: github.com/RishanthRajendhran/POLARIS
Note The POLARIS paper.
Note Long-form story generation model trained with RL on Qwen3.5-9B, with human-reference injection.
Note Matched ablation: the same recipe without human-reference injection.
Note Training and official test prompts (prompts only, no story text).