Intern for Large Language Model (LLM) Algorithm

Responsibilities:

Participate in the application and development of Large Language Models (LLMs), explore state-of-the-art methods to enhance model performance and efficiency.
Fine-tuning, inference deployment, and hyperparameter optimization of Large Language Models.
Engage in system and application architecture design, write code to implement corresponding functionalities.
Deploy online LLM application services, including API design and service performance optimization.
Write technical documentation, such as experiment reports, application guides, etc.
Collaborate closely with team members to advance project progress, share technical expertise and achievements.
Requirements:

Currently enrolled in a major related to Computer Science, Artificial Intelligence, Natural Language Processing, or a related field.
Solid understanding of deep learning theory, familiarity with common deep learning frameworks (such as PyTorch).
In-depth understanding of the principles and applications of Large Language Models (LLMs), preference given to those with relevant research or project experience.
Proficient in Python programming language, with good coding style and programming habits.
Experience in independently training and deploying deep learning models to solve practical problems.
Preference given to those with experience in deploying online services for Large Language Models.
Preference given to those with experience publishing in top-tier conferences or journals (such as ACL, EMNLP, NeurIPS).
Preference given to those with awards in related field competitions.
Internship Experience:

Preference given to those with internship experience at well-known internet companies or research institutions.
Ability to adapt to a fast-paced work environment, with good teamwork and communication skills.
Other Requirements:

Strong interest and enthusiasm for Artificial Intelligence and Natural Language Processing fields.
Good English reading and writing skills, able to track and understand the latest research developments in the field.

Job Type: Internship
Contract length: 6 months

Pay: Up to $70.00 per hour

Expected hours: 17 per week

Expected Start Date: 12/11/2024