LLM Fine-Tuning Engineer
Tasks
- Build scalable distributed training pipelines
- Construct curate and validate training datasets
- Design evaluation suites with automated benchmarks and human evaluation
- Design fine tuning experiments for large language models
- Document training methodology and results
- Execute instruction tuning and preference tuning workflows
- Implement parameter efficient fine tuning
- Implement reinforcement learning from human feedback and DPO workflows
- Implement safety and policy evaluation methods
- Manage model artifacts and ensure reproducibility
- Mentor engineers on fine tuning and evaluation best practices
- Operate training jobs on GPU clusters and recover from failures
- Optimize training throughput with mixed precision and sequence packing
- Tune hyperparameters and optimizer configurations
Perks/Benefits
Skills/Tech-stack
Adapter-Tuning | Dataset curation | Direct Preference Optimization | Distributed Training | Efficient Attention | Evaluation benchmarks | FSDP | GPU clusters | Human Feedback | Human evaluation | Hyperparameter Tuning | Language Models | Large Language Models | Learning from Human Feedback | LoRA | Mixed Precision | Pipeline parallelism | Policy Evaluation | Preference optimization | PyTorch | Python | QLoRA | Reinforcement Learning | Reinforcement Learning from Human Feedback | Safety evaluation | Sequence Packing | Supervised Learning | Transformer | Zero
Education
Roles
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