Large Language Model Specialist
Tasks
- Build distributed training pipelines
- Construct and curate training datasets
- Design fine tuning experiments for language models
- Develop evaluation suites and benchmarks
- Implement parameter efficient fine tuning
- Manage model artifacts and reproducibility
- Mentor engineers on fine tuning best practices
- Operate training jobs on GPU clusters
- Optimize training throughput with mixed precision
- Perform safety and policy evaluations
- Translate research advances into production recipes
- Tune hyperparameters and optimizer configurations
Perks/Benefits
- N/A
Skills/Tech-stack
Adapter-Tuning | Benchmarking | DPO | Dataset Distillation | Dataset curation | Evaluation methodology | FSDP | Fine Tuning | GPU Computing | Human evaluation | Hyperparameter Tuning | Language Models | Large Language Models | LoRA | Mixed Precision | Pipeline parallelism | PyTorch | Python | QLoRA | RLHF | Red Teaming | Reinforcement Learning | Safety evaluation | Sequence Packing | Supervised Fine Tuning | Synthetic data | Transformers | Zero
Education
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