LLM Engineer
Tasks
- Build dataset construction pipelines
- Collaborate on fine tuning roadmaps
- Design fine tuning experiments
- Document training methodology
- Execute training pipelines
- Implement evaluation suites
- Implement parameter efficient fine tuning
- Implement safety and policy evaluations
- Manage model artifacts and reproducibility
- Mentor engineers on fine tuning
- Operate GPU training jobs
- Optimize training throughput
- Translate LLM research into production
- Tune hyperparameters
Perks/Benefits
- N/A
Skills/Tech-stack
Adapter | Attention Optimization | Benchmarking | DPO | Evaluation | FSDP | Fine Tuning | GPU Computing | Human evaluation | LoRA | Mixed Precision | Pipeline parallelism | Policy Evaluation | Preference optimization | PyTorch | Python | QLoRA | RLHF | Refusal Modeling | Safety evaluation | Sequence Packing | Supervised Learning | Transformer | Zero
Education
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