Research Engineer, Artificial General Intelligence
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仕事内容
Design and implement scalable multimodal LLM pipelines for pre- and post-training stages.
Scale model training on large GPU clusters and AWS Trainium, optimizing distributed training and parallelism.
Tune low-level training components, including CUDA kernels, collectives, and network I/O to improve efficiency.
Prototype and evaluate novel algorithms using industry-leading frameworks (NeMo, Megatron Core, PyTorch, Jax, vLLM, TRT).
Collaborate across teams in an Agile environment, delivering robust features while adapting to new scientific advances.
Contribute to system architecture decisions and establish best practices for scalable AI infrastructure.
Scale model training on large GPU clusters and AWS Trainium, optimizing distributed training and parallelism.
Tune low-level training components, including CUDA kernels, collectives, and network I/O to improve efficiency.
Prototype and evaluate novel algorithms using industry-leading frameworks (NeMo, Megatron Core, PyTorch, Jax, vLLM, TRT).
Collaborate across teams in an Agile environment, delivering robust features while adapting to new scientific advances.
Contribute to system architecture decisions and establish best practices for scalable AI infrastructure.
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