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 inference framework
- Collaborate with research teams on training strategies
- Develop distributed training compute platform
- Develop monitoring and profiling tools
- Implement inference optimization techniques
- Maintain distributed training framework
- Optimize GPU and HPC performance
- Optimize inference latency memory and energy
- Support model deployment for product teams
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | CUDNN | DeepSpeed | Docker | GPU | Horovod | JAX | Kubernetes | MPI | Mixed Precision | NCCL | NPU | Pruning | PyTorch | Python | Quantization | Ray | TensorFlow | Terraform
Education
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