AI Research Scientist: Multimodal Foundation Models - Architecture, Pre-Training & Distillation
Tasks
- Build data strategies and data mixtures
- Create teacher student training pipelines
- Design multimodal foundation model architectures
- Develop distillation techniques
- Develop pre training objectives
- Evaluate multimodal model capabilities
- Implement optimization and scaling methods
- Optimize models for on-device inference
- Run large scale pre training experiments
Perks/Benefits
- N/A
Skills/Tech-stack
Data Mixtures | Deep learning | Distributed Training | Efficient Attention | Inference Optimization | JAX | Knowledge Distillation | Machine Learning | Mixture of Experts | Model Evaluation | Multimodal Learning | PyTorch | Tokenization | Training Objectives | Transformer
Education
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