Hunyuan AIGC Algorithm Researcher intern (World Model Foundation Direction)

This internship involves research and development of large-scale video world models, focusing on dataset design, foundational model algorithm design, optimization (pre-training, SFT, RL), capability evaluation, and application exploration. The role requires scientific analysis of R&D challenges, identifying bottlenecks, and developing solutions to advance world model development. Candidates should explore next-generation model architectures to push the boundaries of world model capabilities. A Bachelor's degree or higher in Computer Science or related field is preferred, along with a solid foundation in deep learning algorithms and experience in large model R&D.

Must Have

• Engage in the research and development of large-scale video world models
• Design and construction of training datasets
• Foundational model algorithm design
• Optimization related to pre-training, SFT, and RL
• Model capability evaluation
• Exploration of downstream application scenarios
• Analyze R&D challenges scientifically
• Identify performance bottlenecks and develop solutions
• Solid foundation in deep learning algorithms
• Proven experience in large model R&D

Good to Have

• Experience in Diffusion Models and Autoregressive Models
• Publications in top-tier conferences
• Practical experience in text-to-image/text-to-video generation
• Familiarity with implementation details of deep learning networks and operators
• Familiarity with model tuning for training/inference
• Familiarity with CPU/GPU acceleration
• Familiarity with distributed training/inference optimization
• Hands-on experience in deep learning implementation details
• Participation in ACM/NOIP competitions
• Strong learning, communication, and teamwork skills
• Keen sense of curiosity

Perks & Benefits

• Eligible for 1 hour of paid sick leave for every 30 hours worked
• Up to 13 paid holidays throughout the calendar year
• Eligible to enroll in the Company-sponsored medical plan

Business Unit

What the Role Entails

1. Engage in the research and development of large-scale video world models, including the design and construction of training datasets, foundational model algorithm design, optimization related to pre-training, SFT, and RL, model capability evaluation, and exploration of downstream application scenarios.

2. Analyze R&D challenges scientifically, identify performance bottlenecks, and develop solutions based on first principles to accelerate the development and iteration of world models, ensuring competitiveness and leadership.

3. Explore diverse paradigms for world model implementation, research next-generation model architectures, and push the boundaries of world model capabilities.

Who We Look For

1. Bachelor’s degree or higher (preferred) in Computer Science, Artificial Intelligence, Mathematics, or a related field.

2. Solid foundation in deep learning algorithms and proven experience in large model R&D. Candidates with experience in Diffusion Models and Autoregressive Models, publications in top-tier conferences, or practical experience in text-to-image/text-to-video generation are preferred.

3. Familiarity with implementation details of deep learning networks and operators, model tuning for training/inference, CPU/GPU acceleration, and distributed training/inference optimization. Hands-on experience is a plus.

4. Participation in ACM/NOIP competitions is highly desirable.

5. Strong learning, communication, and teamwork skills, coupled with a keen sense of curiosity.

Equal Employment Opportunity at Tencent

As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.

Who we are

Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life for people around the world.

Equal Employment Opportunity at Tencent

As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.