LLM Agent Algorithm Engineer

3 Months ago • All levels
Software Development & Engineering

Job Description

1. Research cutting-edge Large Language Model (LLM) technologies, including but not limited to: large language models and their fine-tuning techniques, Retrieval-Augmented Generation (RAG), prompt engineering, and knowledge-based dialogue systems; 2. Improve the overall performance of the foundational models, covering data acquisition, model evaluation, Supervised Fine-Tuning (SFT), reward modeling, and reinforcement learning; 3. Continuously promote the core technological development of large language models, constantly optimizing understanding, reasoning, and generation capabilities; 4. Collaborate with cross-functional teams to integrate and promote advanced LLM solutions.
Must Have:
  • Research LLM technologies (fine-tuning, RAG, prompt engineering).
  • Improve foundational model performance.
  • Optimize understanding, reasoning, and generation capabilities.
  • Collaborate with cross-functional teams for integration.

1. 研究前沿的大型语言模型(LLM)技术,包括但不限于:大型语言模型及其微调技术、检索增强生成(RAG)、提示工程和基于知识的对话系统等; 2. 提升基础模型的整体性能,涵盖数据获取、模型评估、监督微调(SFT)、奖励建模及强化学习等; 3. 持续推动大型语言模型的核心技术发展,不断优化理解、推理和生成能力; 4. 与跨功能团队合作,将先进的LLM解决方案集成推动。

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