大模型训练与推理Infra工程师-MiMo
Tasks
- Analyze and optimize data loading, communication, and hardware utilization
- Build inference framework for online and offline serving
- Collaborate with model research teams on training and inference strategies
- Develop distributed training compute platform
- Develop performance monitoring and tooling
- Implement inference optimization techniques
- Integrate high-performance computing technologies
- Maintain distributed training frameworks
- Optimize inference speed memory and energy usage
- Support model deployment for product teams
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | CUDA Graphs | CUDNN | Data parallelism | DeepSpeed | Docker | GPU | Horovod | JAX | Kubernetes | MPI | Mixed Precision | Mixed-precision training | Model Parallelism | NCCL | NPU | Pruning | PyTorch | Python | Quantization | Ray | TensorFlow | Terraform
Education
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