Edge Models Optimization Research Engineer
Tasks
- Benchmark open-source models
- Collaborate with system software compiler and hardware teams
- Develop mixture of experts architectures
- Evaluate deployment performance on edge platforms
- Investigate post training approaches for large language models
- Optimize model compression techniques
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | Deep learning | Distributed Training | Fine Tuning | Knowledge Distillation | Language Models | Large Language Models | Low-Rank Adaptation | Machine Learning | Mixture of Experts | Model Compression | Multimodal | Preference alignment | Pruning | PyTorch | Quantization | Reinforcement Learning | Sparse Inference | Sparse models | Supervised Fine Tuning | Transformer
Education
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