Foundation Model Engineer
Tasks
- Conduct code review and design review
- Construct training datasets
- Design fine tuning workflows for large language models
- Evaluate model performance using evaluation methodologies
- Execute large language model training pipelines
- Implement preference optimization techniques
- Implement reinforcement learning from human feedback
- Mentor junior engineers
- Operationalize model fine tuning pipelines
- Recover from GPU cluster training failures
- Run distributed training jobs
Perks/Benefits
- N/A
Skills/Tech-stack
Cluster operations | DPO | Distributed Training | Evaluation methodology | FSDP | Fine Tuning | GPU Cluster | GPU Cluster Operations | Human evaluation | Language Models | Large Language Models | Pipeline parallelism | PyTorch | Python | RLHF | Transformer | Zero
Education
N/A
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