Senior Machine Learning Engineer, Model Customization, Generative AI Innovation Center
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仕事内容
Design and implement distributed training pipelines for LLMs using Fully Sharded Data Parallel (FSDP) and DeepSpeed to ensure scalable, efficient training.
Adapt LLMs for new languages, domains, and vision tasks through continued pre-training, fine-tuning, and RLHF.
Optimize models for deployment on custom accelerators by leveraging accelerator SDKs and developing kernel optimizations for performance.
Collaborate with enterprise customers and foundation model providers to understand their business and technical challenges and co-create tailored generative AI solutions.
Own end-to-end training pipelines at massive scale and drive improvements across multilingual and multimodal use cases.
Work with cross-functional teams of scientists, engineers, and architects to deliver production-ready models and scalable AI capabilities.
Adapt LLMs for new languages, domains, and vision tasks through continued pre-training, fine-tuning, and RLHF.
Optimize models for deployment on custom accelerators by leveraging accelerator SDKs and developing kernel optimizations for performance.
Collaborate with enterprise customers and foundation model providers to understand their business and technical challenges and co-create tailored generative AI solutions.
Own end-to-end training pipelines at massive scale and drive improvements across multilingual and multimodal use cases.
Work with cross-functional teams of scientists, engineers, and architects to deliver production-ready models and scalable AI capabilities.
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