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Agent Algorithm Engineer
Agent Algorithm EngineerLovart AI • Santa Rosa, CA, United States
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Agent Algorithm Engineer

Agent Algorithm Engineer

Lovart AI • Santa Rosa, CA, United States
9 days ago
Job type
  • Full-time
Job description

Job Description

  • Conduct in-depth research on the reasoning and generation capabilities of Large Language Models (LLMs), explore LLM reasoning techniques (such as Chain-of-Thought and multi-step reasoning), and optimize the processes and outcomes of complex creative tasks.
  • Build end-to-end Agent systems covering user intent recognition, knowledge retrieval, content generation and style preference alignment, to enhance user experience and personalized output capabilities.
  • Optimize the adaptability of models in creative scenarios through technologies such as Instruction Tuning and preference alignment (RLHF / DPO).
  • Conduct in-depth research on the reasoning and generation capabilities of Large Language Models (LLMs), explore LLM reasoning techniques (such as Chain-of-Thought and multi-step reasoning), and optimize the processes and outcomes of complex creative tasks.
  • Build end-to-end Agent systems covering user intent recognition, knowledge retrieval, content generation and style preference alignment, to enhance user experience and personalized output capabilities.
  • Optimize the adaptability of models in creative scenarios through technologies such as Instruction Tuning and preference alignment (RLHF / DPO).

Job Requirements

  • Master's degree or above in relevant fields including Computer Science, Artificial Intelligence, Natural Language Processing, Computer Vision, etc.
  • Proficient in deep learning frameworks (e.g., PyTorch, TensorFlow), with experience in training and optimizing Large Language Models (LLMs, e.g., GPT, LLaMA).
  • Familiar with content generation technologies (e.g., text generation, Text2Image, Text2Video), and proficient in Retrieval-Augmented Generation (RAG), Agent architecture design and Prompt Engineering.
  • Candidates who have published papers related to content generation or multimodality in top-tier conferences (e.g., ACL, EMNLP, CVPR, NeurIPS) are preferred.
  • Candidates with contributions to open-source projects (e.g., Stable Diffusion, DALL-E, LangChain) or independent Agent development experience are preferred.
  • Candidates familiar with multimodal models (e.g., GPT-4V, Flamingo) or Reinforcement Learning (RL) are preferred.
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    Agent Algorithm Engineer • Santa Rosa, CA, United States

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