# PPP-36B A Seed-OSS-36B-Instruct (https://huggingface.co/ByteDance-Seed/Seed-OSS-36B-Instruct) model trained to localize function names in a repository (SWE-Func-Loc) and interact with users in a proactive and personalized way. **Paper:** Training Proactive and Personalized LLM Agents (https://arxiv.org/pdf/2511.02208)