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