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