Related skills
python pytorch llm quantization📋 Description
- Work with large-scale data to improve foundation models
- Create a multi-year roadmap for AI tech
- Evaluate new foundation models for performance and efficiency
- Prototype and productionize LLM models and pipelines at scale
- Drive AI architecture decisions for Airbnb’s ML platform
🎯 Requirements
- PhD in CS/ML/Math/Stats or related field
- 10+ years of ML model development at scale
- Python programming with PyTorch experience
- Proven record training, fine-tuning and optimizing models
- Post-training: data processing for fine-tuning; LLM alignment
- Specialized in runtime optimizations, quantization, on-device/inference
🎁 Benefits
- Commitment to inclusion and belonging
- Disability inclusive application/interview process
- Reasonable accommodations for candidates with disabilities
- Bonus, equity and travel credits may apply
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