大模型训练与推理Infra工程师-MiMo
Tasks
- Analyze data loading communication and hardware utilization
- Build inference framework
- Collaborate with research teams on training strategy
- Design distributed training compute platform
- Develop monitoring and profiling tools
- Implement inference optimization techniques
- Integrate GPU acceleration libraries
- Maintain distributed training framework
- Optimize inference latency memory and energy
- Support product deployment needs
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | CUDNN | DeepSpeed | Distributed Training | Docker | Horovod | JAX | Kubernetes | MPI | Mixed Precision | Mixed-precision training | Model Optimization | Model Pruning | Model Quantization | NCCL | PyTorch | Python | Ray | TensorFlow | Terraform
Education
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