大模型Post-Training 算法工程师
Tasks
- Analyze instruction following and general question answering bottlenecks
- Apply RLHF and RLAIF methods
- Apply SFT for model fine tuning
- Build automated high quality training data pipelines
- Design and implement model post training pipelines
- Implement iterative online data flywheel loop
- Optimize algorithms to improve model quality and stability
- Synthesize training data from human feedback and model feedback
Perks/Benefits
- N/A
Skills/Tech-stack
DPO | Data Engineering | Deep learning | MOE | Machine Learning | Mixture of Experts | PPO | PyTorch | Python | RLAIF | RLHF | Reinforcement Learning | SFT | Transformer
Education
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