Legal AI product model algorithm intern

Posted 3 months ago
No experience limit
Master
Job Highlights
參與70B參數級模型訓練
碩士及以上學歷要求
有競爭力實習薪酬
Job Description
<p><strong>Working location</strong>: Hong Kong University of Science and Technology</p><p><strong>Working hours</strong>: At least three days per week</p><p><strong>Duties include:</strong></p><ul><li><p>Participate in the training, optimization, and deployment of large language models (70B parameter level models) for legal AI products</p></li><li><p>Assist in the development and improvement of natural language processing algorithms for legal texts, covering long text review, optimization, return and generation, question answering system, etc.</p></li><li><p>Responsible for handling ultra-long text input and output, improving the model's understanding and generation ability of legal texts</p></li><li><p>Participate in the organization, cleaning and database design, maintenance and optimization of legal-related data, ensure data quality and efficient calling</p></li><li><p>Support model effect evaluation and performance monitoring, promote the actual application of models in legal business scenarios</p></li></ul><p><strong>Job Requirements</strong></p><ul><li><p>Master's degree or above</p></li><li><p>Have the ability to train large language models (such as 70B parameter models), familiar with the model training process and parameter tuning</p></li><li><p>Proficient in handling extremely long texts, able to effectively manage long text input and output as well as contextual associations</p></li><li><p>Have database design, maintenance and optimization skills, familiar with SQL and NoSQL databases</p></li><li><p>Proficient in Python and at least one deep learning framework (PyTorch, TensorFlow, etc.)</p></li><li><p>Have good algorithm foundation and programming skills, be able to independently complete model-related algorithm development and engineering implementation</p></li><li><p>Applicants with legal text processing experience or those with a certain understanding of the legal field are preferred</p></li><li><p>Have good communication skills and team spirit, and be able to adapt to a fast-paced R&D environment</p></li><li><p>Weekly at least three days of work, supporting Hong Kong office work</p></li></ul><p><strong></strong></p><ul><li><p>Participated in legal AI-related projects or published related papers</p></li><li><p>Familiar with LLM, RAG, Agent, etc., the latest technologies</p></li><li><p>Have actual model deployment and optimization experience</p></li><li><p>Have the ability to process Chinese and English legal texts</p></li></ul><p><strong>We provide</strong></p><ul><li><p>Sufficient GPU resources support model training</p></li><li><p>Participate in the development of cutting-edge legal AI products, and practice the application of large models in the legal field</p></li><li><p></p></li><li><p>Competitive internship salary and conversion opportunity</p></li></ul>
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SQL
NoSQL
Python (Programming Language)
Torch/PyTorch
TensorFlow
English
Mandarin
Cantonese
HR chen
Hong Kong Generative AI Development Center Co., Ltd.·HR
Company Overview
The Hong Kong Generative AI Research &amp; Development Center (HKGAI) was established in October 2023, focusing on the research and development of generative artificial intelligence technologies. It is one of the research centers under the InnoHK program, a key initiative of the Hong Kong SAR Government. Led by Prof. Yike Guo, the Provost of The Hong Kong University of Science and Technology, HKGAI collaborates with four local top-tier institutions: The University of Hong Kong, The Chinese University of Hong Kong, The Hong Kong Polytechnic University, City University of Hong Kong, as well as the internationally renowned National University of Singapore. HKGAI focuses on developing a series of Multimodal, Multilingual Foundation Models, vertical Foundation Models, and also the tailor-made applications for Hong Kong society. In addition, HKGAI conducts research on ethics, security, and governance in generative AI technologies and applications, providing consultation and recommendations to the HKSAR Government. HKGAI will strive to enhance the role of Hong Kong's innovation and technology industry in promoting economic progress in the Greater Bay Area, cultivating AI talent and ecosystem in Hong Kong, and increasing Hong Kong's global influence in the fields of AI research and application. Learn more about our product, HKChat https://chat.hkchat.app/download.html?lang=tc&amp;from=iam
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