Large Model Algorithm Researcher
Tasks
- Apply reward modeling and reinforcement learning for value alignment
- Build reward system for large language models
- Design data feedback loop for post training
- Develop scientific evaluation metrics
- Evaluate post training model performance
- Generate training data using SFT and Self-Instruct
- Implement closed loop user feedback to model iteration
- Research and optimize post training algorithms like RLHF
- Translate research results into business value
Perks/Benefits
- N/A
Skills/Tech-stack
Deep learning | DeepSpeed | Distributed Training | Language Model | Large Language Model | Megatron-LM | Model Training | Model Tuning | PyTorch | Python | RLHF | Reinforcement Learning | Reward Modeling | SFT | Self Instruct | TensorFlow | Transformer | VLLM
Education
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