AI Researcher — Distillation
Tasks
- Analyze experimental results rigorously
- Collaborate with engineers to productionize research
- Contribute to technical blogs and open source projects
- Design model distillation techniques
- Develop distillation approaches for large language models
- Evaluate distillation performance
- Research model size latency memory accuracy tradeoffs
- Run large scale experiments and ablations
- Write and submit research papers
Perks/Benefits
- Access to compute resources
- Open research support
- Ownership over research direction
- Publishing support
Skills/Tech-stack
Ablation Studies | Deep learning | Experimentation | Machine Learning | Model Distillation | Network Compression | Neural Network | Neural Network Compression | Pruning | PyTorch | Quantization | Representation Learning | Self-Distillation | Student Training | Teacher Student Training
Education
N/A
Roles
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