I'm not sure about the inner working of LLM but unsloth suggest here: https://huggingface.co/unsloth/Qwen3.8-27B to use repetition_penalty=1.0 for both thinking and instruct mode. Given that he is way more expert than me why is he correct? in a typical program repetitions are normal: var somethingTo