LLM Engineer
Tasks
- Build distributed training pipelines
- Collaborate with cross functional teams on fine tuning roadmaps
- Construct and curate instruction and preference datasets
- Create evaluation suites with automated benchmarks and human evaluation
- Design fine tuning experiments for large language models
- Document training methodology and results
- Implement parameter efficient fine tuning
- Implement safety and policy evaluations
- Manage model artifacts and ensure reproducibility
- Mentor engineers on fine tuning and responsible deployment
- Operate large scale GPU training jobs
- Optimize training throughput with mixed precision and efficient attention
- Translate LLM research into production fine tuning workflows
- Tune hyperparameters and optimizer configurations
Perks/Benefits
- N/A
Skills/Tech-stack
Adapter methods | Benchmarking | DPO | Data Generation | Dataset curation | Distributed Training | Efficient Attention | Evaluation | FSDP | Fine Tuning | GPU clusters | Human evaluation | Hyperparameter Tuning | Language Models | Large Language Models | LoRA | Machine Learning | Mixed Precision | Pipeline parallelism | Policy Evaluation | Preference optimization | PyTorch | Python | Q LoRA | RLHF | Red Teaming | Safety evaluation | Sequence Packing | Supervised Learning | Synthetic Data Generation | Synthetic data | Zero
Education
Roles
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