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Field
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This means experience with frameworks such as veRL, slime, Megatron-LM, DeepSpeed, TRL, vLLM, SGLang, or similar tools Strongly preferred Familiarity with distributed training concepts such as data parallelism
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deployed through conventional casting for standard applications and through 3D printing for complex or non-planar geometries. In parallel, circular end-of-life strategies will recover fibres, upcycle fines
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concepts such as data parallelism, tensor parallelism, pipeline parallelism, checkpointing, and GPU communication. Experience with frameworks such as veRL, slime, Megatron-LM, DeepSpeed, TRL, vLLM, SGLang
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programmes will run in parallel: (1) reconstructing the regulatory architecture of E. coli at high resolution as a foundation for predictive models of gene regulation; (2) building large-scale single-cell
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for Apertus models, from checkpoints during training to released models Make evaluations run quickly and at scale: parallel execution on Alps, efficient use of inference backends, caching, and result tracking
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for ARM64/aarch64 platforms Familiarity with HPC networking and communication stacks: Slingshot, libfabric, NCCL and its debugging Experience with parallel filesystems (e.g. Lustre) and storage performance
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Engineering Laboratory has a long-standing research program in the engineering of ex situ organ perfusion systems, developed as part of the interdisciplinary Liver4Life project in collaboration with
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repetitive operational tasks Experience with shell scripting (Bash) and programming in at least one language such as Python, Go or Rust Familiarity with Kubernetes, Prometheus and Grafana Experience with
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, outreach, lab activities) within our research group and department Work will be conducted in parallel with a sister study in the Canadian Rocky Mountains (a similar position is being advertised at McGill
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of vector query processing, serverless/just-in-time query execution, parallel and distributed data management, and data management systems on emerging hardware Passionate about inventing, building, and