Large Language Model (LLM) Architect
Brightoil Petroleum (Holdings) Limited
- Company Industries:Others
Job Information
- Post Date:2024-07-05
- Location:Hong Kong
- Qualification:Degree or higher in Computer Science, Artificial I
- Employment Type:Full time
- Others:Design and optimize large language models
Proven experience in developing and deploying large language models - Job Function:Architects
Job Description
We are seeking an experienced Large Language Model (LLM) Architect to join our team. The ideal candidate will be responsible for designing, developing, and optimizing large-scale language models to enhance our AI capabilities. This role involves working closely with data scientists, engineers, and product managers to deliver state-of-the-art AI solutions
Job Scopes:
- Design and optimize large language models, devise fine-tuning strategies, and streamline the training process.
- Explore deep learning architectures like Seq2Seq, Transformer, and advanced techniques including Fine-tuning, Prompt Engineering, and Soft Prompting (SFT).
- Develop systems for efficient model training and deployment, involving data preprocessing, parallel training, and resource management.
- Establish performance evaluation systems and monitor training metrics to ensure model quality and iteration efficiency.
- Lead and collaborate with cross-functional teams to apply large model technology in practical business scenarios.
Job Requirements:
- Degree or higher in Computer Science, Artificial Intelligence, Mathematics, or related fields.
- Strong in deep learning theory and mainstream frameworks like PyTorch and TensorFlow.
- Proven experience in developing and deploying large language models, with a deep understanding of natural language processing (NLP) techniques.
Company Info
Brightoil Petroleum (Holdings) Limited
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